R package ‘deeper’ install

Before installation, please make sure:

  • using R (>= 3.5.0)

  • installed certain dependent R packages: devtools, SuperLearner(>= 2.0-28)

  • installed other suggested R packages: pacman, caret, skimr, CAST, ranger, gbm, xgboost, hexbin, (nnls, foreach, splines, gam)

# check the package installation
#install.packages("pacman")
library(pacman)
p_load("devtools","SuperLearner","ranger","CAST","caret","skimr","gbm","xgboost","hexbin")

Using the following syntax to install deeper R package:

library(devtools)
install_github("Alven8816/deeper")

The developing version of deeper can be found from github.

Activity

Install deeper R package.

The advantage of DEML

  • Outstanding model performance. DEML is an extension of a SuperLearner(SL) ensemble algorithm (Naimi and Balzer 2018; Polley and Van Der Laan 2010; Van der Laan et al. 2007) by introducing the neural network hierarchy structure. Generally, it achieved higher estimation accuracy than SL and other single ML models.

  • Assessing constructed individual models simultaneously. DEML can evaluate the performance of all constructed individual models simultaneously and generate the optimal weights for each model.

  • Customizing diverse hierarchy structure and algorithms. You can modify the structure of DEML and achieve the best one for your tasks.

  • Minimizing errors from empirical experience. DEML not only evaluates the performance of all constructed models simultaneously but also automatically selects an optimal integration, as well as the selection of hyper-parameters.

  • Easy to use and extent. You do not need to have a high-steep learning curve to learn how it works.

The details about the DEML can be found here.

The DEML framework

The DEML framework proposed above is a three-level stacked ensemble approach. It is based on the SuperLearner(SL) ensemble algorithm (Naimi and Balzer 2018; Polley and Van Der Laan 2010; Van der Laan et al. 2007) introduced in the neural network hierarchy structure.

Basic steps for DEML

  • Step 1. Data preparation

Including data collection, data clean, setting trianing and testing dataset, and independent variables selection.

Note: DEML could not directly deal with missing values and missing value imputation technologies is recommended prior to the use of the DEML model.

  • Step 2. Establish base models

Using predictModel() or predictModel_parallel() to establish the base models. A tuningModel() function can be used to tuning the parameters to get the best single base model.

  • Step 3. Stacking meta models

We use stack_ensemble(),stack_ensemble.fit(), or stack_ensemble_parallel() function to stack the meta models to get a DEML model.

  • Step 4. Prediction based on new data set

After establishment of DEML model, the predict() can be used predict the unseen data set.

To assess the performance of the models, assess.plot() can be used by comparing the original observations (y in test set) and the prediction. The assess.plot() also return the point scatter plot.

Algorithms selection

# Our models are based on 'SuperLearner' R package
data(model_list) # to get "model_details" file on the algorithms packages
parameter algorithm required package types
SL.bayesglm Bayesian generalized linear regression arm R
SL.biglasso Extending Lasso Model Fitting to Big Data biglasso R
SL.caret random Forest as default caret R
SL.caret.rpart decision trees as default caret R
SL.cforest Breiman’s random forests party R
SL.earth Multivariate Adaptive Regression Splines earth R
SL.gam generalized additive models gam N
SL.gbm generalized boosting algorithm gbm R
SL.glm generalized linear models NA R
SL.glm.interaction generalized linear models NA R
SL.ipredbagg Bootstrap aggregation (bagging) ipred R
SL.kernelKnn Kernel k Nearest Neighbors kernelknn C
SL.ksvm Kernlab’s SVM Algorithm kernlab R
SL.lda Linear discriminant analysis, used for classification MASS C
SL.lm OLS via lm(),be faster than glm() NA R
SL.loess Local Regression is a non-parametric approach that fits multiple regressions in local neighborhood loess N
SL.logreg Logic Regression LogicReg N
SL.mean mean value NA R
SL.nnet Feed-Forward Neural Networks and Multinomial Log-Linear Models nnet N
SL.nnls Non-negative least squares algorithm nnls N
SL.polymars Polynomial Spline Routines polspline R
SL.qda Quadratic discriminant analysis, used for classification MASS C
SL.randomForest random Forest randomForest R
SL.ranger a fast implementation of Random Forest ranger R
SL.ridge ridge regression MASS N
SL.rpart Decision Trees rpart R
SL.rpartPrune Decision Trees with prune rpart R
SL.speedglm fast version of glm() speedglm N
SL.speedlm fast version of lm() speedglm N
SL.step regression with step NA R
SL.step.forward regression with step forward NA R
SL.step.interaction regression with step interaction NA R
SL.stepAIC regression with stepAIC MASS R
SL.svm svm e1071 N
SL.xgboost xgboost xgboost R

In the ‘type’ column, “R”: can be used for regression or classification;“N”: can be used for regression but variables require to be numeric style; “C”: just used in classification.

Example:

To estimate the daily ambient PM2.5 in the northeast of China in 2015-2016

1. Data preparation

# load library
library(ggplot2)
library(caret)
library(skimr)
library(CAST)
library(SuperLearner)
library(hexbin)
library(deeper)

data("envir_example")
date code year month week PM2.5 c_AOD TEMP AP RH elevation WS a_buffer10
2/01/2015 1001A 2015 1 5 51.260870 0.2191133 -2.7578190 1012.1792 30.501541 45 1.6981146 68
3/01/2015 1001A 2015 1 6 154.041667 0.9245346 -3.7570234 1000.7333 43.591435 45 0.9536832 68
4/01/2015 1001A 2015 1 0 151.916667 0.3927248 -1.2981504 999.6592 43.221690 45 1.3580554 68
6/01/2015 1001A 2015 1 2 39.545455 0.3009302 -2.2188222 1010.8966 20.394366 45 2.7473587 68
8/01/2015 1001A 2015 1 4 148.380952 1.0532465 -3.5226464 1012.8126 54.778209 45 1.1803217 68
9/01/2015 1001A 2015 1 5 87.782609 0.1762094 -1.5934017 1011.9749 37.704168 45 2.1804410 68
10/01/2015 1001A 2015 1 6 258.166667 0.4545863 0.4196719 1006.0204 35.652642 45 1.9426563 68
11/01/2015 1001A 2015 1 0 41.913044 0.3188900 0.6478310 1015.1416 36.257478 45 2.0180428 68
12/01/2015 1001A 2015 1 1 102.210526 0.8257557 -3.2518236 1019.2709 57.227321 45 1.3070963 68
13/01/2015 1001A 2015 1 2 156.833333 2.1936942 -3.3905531 1014.7667 63.975585 45 1.1262513 68
16/01/2015 1001A 2015 1 5 116.590909 0.3079146 -2.1532049 1012.0368 49.540614 45 3.8807472 68
17/01/2015 1001A 2015 1 6 68.125000 0.8606775 -4.1322146 1014.9994 39.614220 45 1.9945184 68
19/01/2015 1001A 2015 1 1 47.217391 0.3827471 -0.9042627 1008.1785 37.912289 45 1.6696485 68
20/01/2015 1001A 2015 1 2 84.833333 0.7469321 -2.3398858 1005.2715 58.546365 45 1.7467501 68
21/01/2015 1001A 2015 1 3 15.565217 0.2071401 -0.6636745 1010.8518 39.960673 45 2.7599604 68
22/01/2015 1001A 2015 1 4 114.347826 0.4705506 -2.8899570 1007.8065 50.307533 45 1.5032883 68
27/01/2015 1001A 2015 1 2 18.583333 0.1891803 -5.6838047 1019.4059 29.233414 45 2.9240867 68
28/01/2015 1001A 2015 1 3 38.217391 0.7329633 -4.0320938 1016.7627 33.092514 45 1.4180907 68
29/01/2015 1001A 2015 1 4 70.380952 0.2989347 -2.2074631 1012.4569 42.289530 45 2.4448385 68
30/01/2015 1001A 2015 1 5 11.826087 0.1792027 -4.1416374 1018.4851 28.132200 45 2.6196466 68
31/01/2015 1001A 2015 1 6 34.791667 0.2690017 -4.9492986 1021.0109 29.049652 45 1.5139657 68
3/02/2015 1001A 2015 2 2 120.217391 1.2647731 -0.0178512 1014.6956 51.399182 45 2.0078487 67
5/02/2015 1001A 2015 2 4 32.869565 0.2500441 0.3710959 1015.1361 32.982877 45 2.6472091 67
8/02/2015 1001A 2015 2 0 27.458333 0.1821960 -5.3845520 1018.7470 19.360747 45 2.3645521 67
9/02/2015 1001A 2015 2 1 136.954545 0.6331866 -2.8905686 1011.3391 27.811638 45 1.6458455 67
11/02/2015 1001A 2015 2 3 48.739130 0.4037002 2.1861991 999.8991 29.706408 45 2.5165936 67
13/02/2015 1001A 2015 2 5 131.782609 0.8337378 -0.0395599 1000.5689 46.766896 45 1.6667486 67
14/02/2015 1001A 2015 2 6 263.130435 1.2787419 2.2909780 995.6102 44.661253 45 1.4949234 67
16/02/2015 1001A 2015 2 1 134.826087 0.4136779 3.2674555 1001.7397 46.669649 45 2.2726022 67
17/02/2015 1001A 2015 2 2 24.458333 0.3298655 3.2466585 1006.9600 36.982240 45 2.4130491 67
18/02/2015 1001A 2015 2 3 58.375000 0.2989347 1.7302565 1013.6470 44.257245 45 1.6140238 67
22/02/2015 1001A 2015 2 0 45.739130 0.7209901 -2.4690684 1006.4364 28.687770 45 3.8412131 67
23/02/2015 1001A 2015 2 1 70.454545 0.5533653 -1.3849348 1003.9417 41.191738 45 1.5336963 67
24/02/2015 1001A 2015 2 2 171.636364 1.4862774 -0.1206111 998.1008 61.642142 45 1.3097040 67
25/02/2015 1001A 2015 2 3 70.869565 0.3338565 1.8343405 1002.0941 37.793281 45 3.2692591 67
26/02/2015 1001A 2015 2 4 12.375000 0.3039235 -0.3742791 1008.8098 30.608379 45 2.2327197 67
1/03/2015 1001A 2015 3 0 47.041667 0.3168945 3.4589770 1004.0528 36.578990 45 2.6846265 65
2/03/2015 1001A 2015 3 1 60.478261 0.5224345 4.4084291 995.4668 36.363625 45 2.1842093 65
3/03/2015 1001A 2015 3 2 5.833333 0.1602451 0.9879780 1006.4706 15.638631 45 4.9468958 65
4/03/2015 1001A 2015 3 3 28.904762 0.3039235 -1.2363903 1011.2330 20.675009 45 1.7557908 65
6/03/2015 1001A 2015 3 5 202.208333 1.2986972 2.6290425 1002.2570 39.833272 45 1.9252842 65
9/03/2015 1001A 2015 3 1 6.250000 0.2350776 -0.5932202 1018.2900 15.353382 45 3.5181034 65
10/03/2015 1001A 2015 3 2 35.869565 0.5114591 0.4332038 1013.8273 20.899091 45 2.1624886 65
11/03/2015 1001A 2015 3 3 40.500000 0.2949436 3.5336775 1006.5052 21.930789 45 2.1012537 65
12/03/2015 1001A 2015 3 4 66.357143 0.5374010 4.5394769 999.9214 27.246590 45 1.8043423 65
13/03/2015 1001A 2015 3 5 66.958333 0.3657851 4.4962585 1004.7667 32.439938 45 1.9492221 65
14/03/2015 1001A 2015 3 6 95.416667 1.1141103 4.7740791 1003.7401 43.627339 45 1.9451003 65
15/03/2015 1001A 2015 3 0 108.608696 0.5803050 8.5010395 1000.4600 29.282040 45 2.1795222 65
16/03/2015 1001A 2015 3 1 215.304348 1.7456968 10.6673139 995.0334 53.434843 45 1.5447071 65
17/03/2015 1001A 2015 3 2 209.000000 1.3914896 10.1272166 1002.3554 47.671679 45 2.3425604 65
20/03/2015 1001A 2015 3 5 41.958333 0.7179968 12.1301625 1001.2187 21.965090 45 1.9469722 65
21/03/2015 1001A 2015 3 6 16.391304 0.2969392 13.3990114 1001.8233 11.307059 45 3.1208426 65
22/03/2015 1001A 2015 3 0 20.750000 0.4007069 8.7266188 1010.6463 17.534216 45 3.0059832 65
23/03/2015 1001A 2015 3 1 37.541667 0.2989347 8.2603393 1012.4088 24.568087 45 1.7208055 65
24/03/2015 1001A 2015 3 2 76.434783 0.6022559 8.6788668 1014.0625 31.138685 45 2.4635822 65
25/03/2015 1001A 2015 3 3 121.500000 1.1041327 10.0058838 1013.5237 44.094199 45 1.9235046 65
26/03/2015 1001A 2015 3 4 99.791667 0.9594564 12.6483488 1012.1091 38.303280 45 2.3763893 65
27/03/2015 1001A 2015 3 5 98.500000 1.3615565 13.1075518 1004.3666 39.244185 45 2.3411170 65
28/03/2015 1001A 2015 3 6 54.714286 1.0881684 16.4249967 997.0708 36.752134 45 3.1925194 65
2/04/2015 1001A 2015 4 4 34.666667 0.2350776 7.1317981 986.9407 77.743946 45 2.2431351 96
4/04/2015 1001A 2015 4 6 63.166667 1.3795163 10.9488784 995.9359 58.777771 45 1.6019415 96
7/04/2015 1001A 2015 4 2 25.416667 0.4156734 6.9263453 1014.2936 31.566222 45 2.0884137 96
8/04/2015 1001A 2015 4 3 105.045455 1.2667687 7.7419772 1007.6463 47.914405 45 2.2678974 96
10/04/2015 1001A 2015 4 5 167.095238 1.0891662 12.8743405 1002.6518 54.233962 45 1.9273488 96
13/04/2015 1001A 2015 4 1 19.937500 0.6591286 10.1281262 1008.5041 46.575101 45 2.8013003 96
14/04/2015 1001A 2015 4 2 60.210526 0.4825238 15.0722784 992.5982 42.136589 45 1.9367939 96
16/04/2015 1001A 2015 4 4 53.785714 0.4476020 15.3360204 995.2984 13.384441 45 4.3697977 96
17/04/2015 1001A 2015 4 5 65.739130 0.4114272 16.0839962 992.7204 30.580269 45 2.1913466 96
20/04/2015 1001A 2015 4 1 68.772727 0.5987648 14.3516553 998.4742 44.320103 45 1.9653635 96
22/04/2015 1001A 2015 4 3 39.571429 0.5177499 17.3310676 1000.8431 34.828513 45 2.3077731 96
23/04/2015 1001A 2015 4 4 63.916667 0.5133059 19.9378028 998.4316 34.675601 45 2.3921463 96
24/04/2015 1001A 2015 4 5 46.238095 0.4000410 17.9392491 1004.4569 31.607968 45 1.9465481 96
25/04/2015 1001A 2015 4 6 84.250000 0.5880148 21.1223650 998.6899 34.815205 45 2.0380920 96
26/04/2015 1001A 2015 4 0 100.909091 0.8277512 23.0583990 993.9251 42.578283 45 2.5801153 96
29/04/2015 1001A 2015 4 3 108.666667 1.5399869 20.2278931 996.7210 65.195791 45 1.9114356 96
30/04/2015 1001A 2015 4 4 100.545455 1.2868096 22.3361727 994.5791 61.601498 45 2.2605407 96
2/05/2015 1001A 2015 5 6 38.217391 0.7848472 17.9163012 994.0532 72.929654 45 1.7246053 106
3/05/2015 1001A 2015 5 0 37.409091 0.3787561 18.2200406 997.3531 34.913449 45 3.2732354 106
4/05/2015 1001A 2015 5 1 30.708333 0.2310865 17.2938454 998.8407 22.219923 45 2.9834772 106
5/05/2015 1001A 2015 5 2 46.052632 0.6870661 18.8514926 989.2592 37.330820 45 1.9403910 106
8/05/2015 1001A 2015 5 5 60.923077 1.0015167 17.6597296 993.2548 51.110959 45 2.0518910 106
13/05/2015 1001A 2015 5 3 49.636364 0.8796351 21.4206634 978.6730 45.736028 45 1.9872591 106
15/05/2015 1001A 2015 5 5 23.363636 0.5398302 20.0670516 998.0728 34.800087 45 2.4591033 106
16/05/2015 1001A 2015 5 6 49.136364 0.6076566 20.4598194 993.8858 40.334603 45 2.1532738 106
18/05/2015 1001A 2015 5 1 59.727273 0.5195074 21.9758756 985.4870 41.063803 45 3.1041851 106
19/05/2015 1001A 2015 5 2 9.173913 0.2181156 21.0153507 991.7722 19.915704 45 3.6031350 106
20/05/2015 1001A 2015 5 3 12.400000 0.3827471 21.9929486 999.0697 28.966390 45 2.8199421 106
22/05/2015 1001A 2015 5 5 46.733333 0.5443854 21.6766337 993.3537 43.139344 45 1.7491342 106
23/05/2015 1001A 2015 5 6 94.608696 0.8566864 23.5002057 992.0893 48.143308 45 1.7392998 106
24/05/2015 1001A 2015 5 0 109.608696 0.8335242 24.7987470 990.6647 47.236961 45 1.9607962 106
25/05/2015 1001A 2015 5 1 93.000000 1.1401529 26.0013812 989.7598 44.726083 45 2.1629453 106
26/05/2015 1001A 2015 5 2 96.562500 0.9637966 26.9838034 989.8560 44.315692 45 2.5222506 106
27/05/2015 1001A 2015 5 3 70.000000 1.4036436 25.2355775 988.8655 50.789759 45 1.9541233 106
30/05/2015 1001A 2015 5 6 58.227273 0.8034888 23.3737190 991.2177 50.314047 45 1.9750139 106
31/05/2015 1001A 2015 5 0 54.333333 0.8563917 26.0800157 985.2582 48.476599 45 2.3379093 106
2/06/2015 1001A 2015 6 2 29.304348 0.3218833 26.0817068 992.1940 30.889294 45 3.3387508 119
5/06/2015 1001A 2015 6 5 46.363636 0.1811982 22.6537927 982.5346 61.171947 45 1.7999022 119
6/06/2015 1001A 2015 6 6 31.800000 0.8397244 23.3094934 985.7026 55.581278 45 2.4930142 119
8/06/2015 1001A 2015 6 1 17.750000 0.3454906 21.6866725 988.9722 53.782350 45 1.6714952 119
9/06/2015 1001A 2015 6 2 51.736842 1.1949295 23.7603126 985.4319 53.132717 45 2.2841587 119
14/06/2015 1001A 2015 6 0 19.608696 0.3228811 24.4419272 992.3170 55.953608 45 1.7600144 119
15/06/2015 1001A 2015 6 1 85.050000 1.3066794 25.2975290 990.8853 56.159801 45 1.7780001 119
16/06/2015 1001A 2015 6 2 105.578947 1.2340634 25.7340908 987.9738 55.621346 45 1.7777652 119
18/06/2015 1001A 2015 6 4 19.388889 0.2330821 26.0229420 990.4234 38.252122 45 2.2184300 119
20/06/2015 1001A 2015 6 6 25.437500 0.4109347 23.7471048 995.5276 54.363934 45 1.5458389 119
22/06/2015 1001A 2015 6 1 88.304348 1.7536790 25.2820467 989.7123 54.440615 45 1.7889821 119
30/06/2015 1001A 2015 6 2 12.952381 0.1712205 21.4991385 987.3340 64.993280 45 2.1649992 119
2/07/2015 1001A 2015 7 4 7.375000 0.2440575 25.2494242 986.6231 42.355824 45 2.0563907 141
3/07/2015 1001A 2015 7 5 27.350000 0.5726473 24.8784167 991.8548 41.711326 45 2.3032246 141
5/07/2015 1001A 2015 7 0 62.291667 1.7495671 22.9538174 993.7297 63.032486 45 1.8998538 141
6/07/2015 1001A 2015 7 1 61.210526 2.2006786 24.6520996 994.2337 59.614223 45 1.8651692 141
7/07/2015 1001A 2015 7 2 60.750000 1.1499160 26.1737257 992.9491 56.882061 45 1.7730900 141
8/07/2015 1001A 2015 7 3 119.217391 2.3144240 26.9637473 994.0516 59.182902 45 1.9562954 141
9/07/2015 1001A 2015 7 4 66.000000 1.4672500 27.3940798 996.2729 52.273397 45 2.0753724 141
10/07/2015 1001A 2015 7 5 51.708333 2.2904776 27.4254939 994.5684 54.899338 45 2.0445353 141
12/07/2015 1001A 2015 7 0 113.541667 1.1314682 29.6785150 984.4462 55.752341 45 1.3525486 141
13/07/2015 1001A 2015 7 1 49.869565 0.4426131 31.0475573 982.1450 47.176441 45 1.4812077 141
23/07/2015 1001A 2015 7 4 35.714286 0.8912984 25.5587825 988.0376 75.653518 45 1.1108947 141
24/07/2015 1001A 2015 7 5 54.277778 0.7569097 25.8487927 985.8280 70.982329 45 1.5268483 141
25/07/2015 1001A 2015 7 6 89.500000 0.8525261 26.7069536 985.1203 71.686035 45 1.4122271 141
2/08/2015 1001A 2015 8 0 72.250000 1.1769696 25.6449382 986.8404 86.347493 45 1.0429941 127
4/08/2015 1001A 2015 8 2 17.772727 0.1293143 24.7006136 985.8381 66.176829 45 1.7417982 127
6/08/2015 1001A 2015 8 4 56.750000 2.4506832 25.0660462 990.6831 74.639690 45 1.2524977 127
8/08/2015 1001A 2015 8 6 42.000000 0.9215413 24.2571114 996.9899 78.284467 45 1.4409686 127
9/08/2015 1001A 2015 8 0 59.166667 0.7359566 26.6896165 994.8998 74.711359 45 1.1579686 127
10/08/2015 1001A 2015 8 1 45.500000 0.1802004 27.9116512 993.7888 65.118989 45 1.2705658 127
11/08/2015 1001A 2015 8 2 100.086956 1.1560165 27.8018647 992.8384 68.160146 45 1.2982078 127
12/08/2015 1001A 2015 8 3 85.173913 0.6540429 28.0937365 990.7915 67.066688 45 1.8632067 127
13/08/2015 1001A 2015 8 4 109.043478 1.1892891 28.3708620 988.2569 65.413172 45 1.7930088 127
15/08/2015 1001A 2015 8 6 26.391304 0.1372964 26.2710277 989.4087 56.888391 45 1.4090824 127
16/08/2015 1001A 2015 8 0 35.875000 0.4783115 27.0362755 989.7648 58.399044 45 1.4196189 127
19/08/2015 1001A 2015 8 3 51.041667 0.9404989 23.7547281 995.0752 74.496438 45 1.7612921 127
20/08/2015 1001A 2015 8 4 35.782609 0.2680039 24.7021407 992.3512 67.737745 45 1.5672692 127
21/08/2015 1001A 2015 8 5 14.764706 0.2874067 25.6069630 990.0946 53.884882 45 1.3600805 127
22/08/2015 1001A 2015 8 6 20.238095 0.1442808 25.5553259 989.5696 59.301200 45 1.6801471 127
25/08/2015 1001A 2015 8 2 14.272727 0.6461576 23.9132740 994.4031 67.998519 45 1.2657866 127
28/08/2015 1001A 2015 8 5 16.428571 0.4756678 24.5975666 992.0320 63.882156 45 1.7676824 127
2/09/2015 1001A 2015 9 3 10.368421 0.7279745 23.1792447 997.3115 72.231149 45 1.4054952 120
3/09/2015 1001A 2015 9 4 15.142857 0.3458297 24.2302991 998.0953 69.490586 45 1.3060050 120
7/09/2015 1001A 2015 9 1 23.304348 0.2749883 21.3073567 997.4383 72.012260 45 1.3017518 120
12/09/2015 1001A 2015 9 6 7.863636 0.1372964 18.2542064 1001.0926 50.181969 45 2.8048857 120
13/09/2015 1001A 2015 9 0 20.434783 0.2520396 19.7507444 1000.3719 58.559895 45 1.4494510 120
15/09/2015 1001A 2015 9 2 100.772727 1.5162104 18.8323900 1003.4330 71.087017 45 1.1338082 120
16/09/2015 1001A 2015 9 3 132.250000 1.5062328 19.3375305 1002.0955 75.577666 45 1.2526564 120
17/09/2015 1001A 2015 9 4 153.652174 2.2465759 20.7239103 1001.0305 77.293933 45 1.2050479 120
18/09/2015 1001A 2015 9 5 90.166667 0.3797538 22.0185858 1000.5727 71.229370 45 1.2859951 120
19/09/2015 1001A 2015 9 6 15.416667 0.2593339 20.6390589 1000.9560 60.623654 45 1.2700247 120
20/09/2015 1001A 2015 9 0 64.142857 1.5551233 20.4751283 997.1522 72.556907 45 1.4173885 120
21/09/2015 1001A 2015 9 1 93.458333 1.5690921 21.0548601 995.3752 66.716601 45 1.4037581 120
22/09/2015 1001A 2015 9 2 143.434783 3.0118631 20.4341283 993.6265 77.567476 45 1.8987041 120
24/09/2015 1001A 2015 9 4 115.045455 3.1735014 19.8197961 993.3758 81.068892 45 1.4148629 120
25/09/2015 1001A 2015 9 5 23.800000 0.1432830 18.1807449 995.2148 65.994338 45 1.6384407 120
26/09/2015 1001A 2015 9 6 33.208333 0.3745690 17.5281916 997.3904 63.251063 45 1.3519720 120
27/09/2015 1001A 2015 9 0 53.652174 0.4858899 19.9132165 998.1824 61.392551 45 1.2158252 120
1/10/2015 1001A 2015 10 4 16.400000 0.0981194 15.6076392 996.6577 52.804854 45 3.4221374 113
2/10/2015 1001A 2015 10 5 29.181818 0.1722183 16.8070556 995.3321 55.293976 45 1.9461031 113
3/10/2015 1001A 2015 10 6 27.583333 0.1890019 17.4036345 1003.3798 58.358914 45 1.5721861 113
4/10/2015 1001A 2015 10 0 123.363636 1.2667687 16.7964079 1006.0832 73.742945 45 0.9909162 113
5/10/2015 1001A 2015 10 1 224.916667 2.7065464 17.1732097 1002.3910 77.743032 45 1.2251013 113
6/10/2015 1001A 2015 10 2 316.136364 2.4870377 18.0890763 1000.5192 77.686536 45 1.2117621 113
7/10/2015 1001A 2015 10 3 274.636364 2.9599793 19.4691855 998.3251 74.022472 45 1.6480834 113
8/10/2015 1001A 2015 10 4 12.578947 0.1792027 14.8852036 1003.1927 29.263415 45 3.1636881 113
9/10/2015 1001A 2015 10 5 20.608696 0.2928190 13.2608988 995.3666 36.409842 45 3.5113776 113
11/10/2015 1001A 2015 10 0 11.375000 0.2011535 14.6324164 1001.3966 39.621819 45 2.8079421 113
12/10/2015 1001A 2015 10 1 18.904762 0.1470019 14.6715542 1004.9257 46.564242 45 1.4285334 113
13/10/2015 1001A 2015 10 2 35.058824 0.2039104 15.3050235 1004.0197 53.062654 45 0.9907482 113
15/10/2015 1001A 2015 10 4 125.166667 0.7006063 15.5414300 1000.9512 70.697147 45 1.0906127 113
16/10/2015 1001A 2015 10 5 170.833333 1.9322793 15.6201353 1001.5851 73.638332 45 1.1016286 113
17/10/2015 1001A 2015 10 6 309.363636 2.6915799 15.6465005 1000.9659 75.137311 45 1.0110342 113
19/10/2015 1001A 2015 10 1 55.666667 0.6581308 12.8401058 1000.5048 70.536606 45 1.1835024 113
23/10/2015 1001A 2015 10 5 52.272727 0.4216600 11.8269474 1002.2108 81.910886 45 1.3550186 113
27/10/2015 1001A 2015 10 2 14.909091 0.1752116 8.9907638 1000.1620 46.569729 45 2.0779818 113
28/10/2015 1001A 2015 10 3 7.130435 0.1201175 8.3676959 1006.1382 40.783045 45 2.2003154 113
29/10/2015 1001A 2015 10 4 5.590909 0.1941692 6.7056783 1010.3461 37.156596 45 2.6444840 113
30/10/2015 1001A 2015 10 5 22.652174 0.2051446 5.7539908 1014.3462 50.553656 45 1.4383242 113
31/10/2015 1001A 2015 10 6 40.500000 0.2670062 6.6050862 1014.5755 57.624398 45 1.1051130 113
1/11/2015 1001A 2015 11 0 78.066667 0.2370731 7.6741885 1007.5994 60.832611 45 1.3216984 70
2/11/2015 1001A 2015 11 1 96.181818 0.2660084 8.3691237 1005.0233 61.386637 45 1.0982730 70
3/11/2015 1001A 2015 11 2 157.130435 0.9365078 9.1546051 1005.9432 66.550467 45 1.3467519 70
4/11/2015 1001A 2015 11 3 198.047619 3.0118631 10.1056345 1006.3662 71.010441 45 1.0179886 70
26/11/2015 1001A 2015 11 4 35.052632 0.8207668 -8.1308176 1015.0357 47.095495 45 3.0921851 70
28/11/2015 1001A 2015 11 6 292.000000 3.0118631 -2.5514106 1011.4829 76.026471 45 1.0663970 70
30/11/2015 1001A 2015 11 1 441.333333 3.0437917 -2.5045966 1007.9901 83.733963 45 0.9429191 70
3/12/2015 1001A 2015 12 4 7.571429 0.3687784 -1.2374740 1007.0255 35.650898 45 4.6136703 99
4/12/2015 1001A 2015 12 5 39.173913 0.1851893 -0.8158447 1010.0495 44.844117 45 2.4838223 99
5/12/2015 1001A 2015 12 6 54.458333 0.1841915 -0.2667718 1012.1946 57.274999 45 1.6134087 99
6/12/2015 1001A 2015 12 0 151.652174 0.8267534 -0.5846616 1012.7156 69.792275 45 1.0592689 99
7/12/2015 1001A 2015 12 1 175.636364 2.9390262 0.6171448 1015.2549 76.159582 45 1.0456229 99
10/12/2015 1001A 2015 12 4 115.450000 0.1752116 2.2309127 1008.8271 64.414781 45 2.1444083 99
11/12/2015 1001A 2015 12 5 42.100000 0.2709972 -0.6014775 1011.9448 57.428074 45 1.0744170 99
12/12/2015 1001A 2015 12 6 178.954545 1.9043418 -0.4780269 1009.1274 70.192814 45 1.0082474 99
13/12/2015 1001A 2015 12 0 200.222222 1.1450411 -0.5347089 1009.7870 75.166652 45 1.0474613 99
15/12/2015 1001A 2015 12 2 7.291667 0.1502674 -0.3784291 1009.1498 39.921966 45 4.0543332 99
16/12/2015 1001A 2015 12 3 6.086957 0.1572518 -2.5455842 1014.3768 33.519939 45 4.1573620 99
17/12/2015 1001A 2015 12 4 56.210526 0.2809749 -3.6189048 1015.6314 45.609828 45 1.8275535 99
18/12/2015 1001A 2015 12 5 64.666667 0.2041468 -1.7971663 1016.5671 52.070970 45 1.6845874 99
22/12/2015 1001A 2015 12 2 323.541667 2.8941266 -2.8915867 1010.6573 84.034156 45 1.2314240 99
23/12/2015 1001A 2015 12 3 341.941176 1.4054583 -1.5150577 1009.6630 77.998897 45 1.1198107 99
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30/12/2015 1001A 2015 12 3 75.041667 0.1333054 -0.5917344 1013.4382 55.485186 45 2.5940667 99
31/12/2015 1001A 2015 12 4 59.272727 0.7319656 -3.1969778 1015.4216 61.799652 45 0.8508655 99
1/01/2016 1001A 2016 1 5 187.708333 0.9345123 -3.0205766 1006.9332 69.309596 45 0.7278412 78
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3/01/2016 1001A 2016 1 0 246.625000 1.3116682 -1.8780263 1005.4726 76.343012 45 1.4899589 78
5/01/2016 1001A 2016 1 2 40.750000 0.2101334 -5.0620562 1013.0653 34.761046 45 2.0821370 78
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7/01/2016 1001A 2016 1 4 10.166667 0.1552563 -5.0035918 1014.7001 37.069439 45 3.1826630 78
8/01/2016 1001A 2016 1 5 39.833333 0.1392920 -4.9509518 1010.8486 38.977020 45 2.3162552 78
9/01/2016 1001A 2016 1 6 93.000000 0.2919503 -4.7270273 1008.0782 48.215705 45 1.2784494 78
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14/01/2016 1001A 2016 1 4 100.416667 0.4446087 -4.1315092 1003.6524 37.236719 45 1.6776214 78
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20/01/2016 1001A 2016 1 3 128.875000 0.3727695 -7.0272778 1016.7870 48.584788 45 1.5769106 78
21/01/2016 1001A 2016 1 4 130.583333 2.8172986 -6.2620360 1015.8505 70.119449 45 1.9272845 78
24/01/2016 1001A 2016 1 0 14.500000 0.2161200 -11.8545775 1022.7153 28.900526 45 4.4453755 78
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26/01/2016 1001A 2016 1 2 39.041667 0.2510419 -5.4478065 1010.8962 30.987008 45 2.7378468 78
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30/05/2015 1002A 2015 5 6 31.227273 0.2485075 21.0453371 947.6228 40.602583 362 2.3388835 158
31/05/2015 1002A 2015 5 0 45.571429 0.4952630 23.8468531 941.6943 47.483754 362 2.4603520 158
2/06/2015 1002A 2015 6 2 20.434783 0.1223172 23.7052215 949.4012 25.262305 362 3.6686588 177
5/06/2015 1002A 2015 6 5 16.916667 0.3463787 19.7881679 939.3514 62.833833 362 1.8714083 177
6/06/2015 1002A 2015 6 6 9.400000 0.3697762 19.8854668 943.0596 58.182762 362 2.4479256 177
8/06/2015 1002A 2015 6 1 13.050000 0.0614329 18.6082200 945.7798 55.446064 362 1.7783203 177
9/06/2015 1002A 2015 6 2 35.000000 0.6651152 20.5012035 942.7069 57.654574 362 2.2311444 177
14/06/2015 1002A 2015 6 0 11.391304 0.5393965 21.7765334 949.2543 58.237259 362 1.7343123 177
16/06/2015 1002A 2015 6 2 85.823529 1.2082257 22.4712814 945.1080 62.036329 362 1.6831503 177
18/06/2015 1002A 2015 6 4 5.277778 0.2859637 22.9299040 947.5143 38.900697 362 2.5589267 177
20/06/2015 1002A 2015 6 6 11.625000 0.4076913 21.4914676 952.2110 56.218483 362 1.5938169 177
22/06/2015 1002A 2015 6 1 76.478261 1.6748554 22.9114462 946.5599 54.917316 362 1.9450039 177
30/06/2015 1002A 2015 6 2 9.500000 0.0440466 19.4124156 944.1717 66.487501 362 2.2598151 177
5/07/2015 1002A 2015 7 0 58.416667 0.5007183 20.6320374 950.2873 64.077338 362 2.2037499 181
7/07/2015 1002A 2015 7 2 66.916667 1.1426511 24.1689625 949.4989 58.797462 362 1.9411288 181
8/07/2015 1002A 2015 7 3 108.391304 2.0097782 25.0058930 950.7173 60.322337 362 2.2900035 181
9/07/2015 1002A 2015 7 4 72.090909 1.2510858 25.4942630 953.0462 54.279383 362 2.4963766 181
10/07/2015 1002A 2015 7 5 48.333333 2.9340373 24.8895086 951.4450 55.561045 362 2.4755261 181
11/07/2015 1002A 2015 7 6 92.125000 1.6859198 25.5692454 948.6509 61.550989 362 1.6979469 181
12/07/2015 1002A 2015 7 0 91.666667 0.9263358 27.2197178 942.0906 56.335440 362 1.7251790 181
13/07/2015 1002A 2015 7 1 43.782609 0.3398022 28.3613841 940.0671 47.845955 362 1.7512462 181
14/07/2015 1002A 2015 7 2 28.833333 1.0163292 25.7113460 945.1308 55.580690 362 2.2525399 181
23/07/2015 1002A 2015 7 4 19.285714 0.3516884 23.1160908 945.3371 74.875236 362 1.3462511 181
24/07/2015 1002A 2015 7 5 31.555556 0.3161884 23.3674748 943.3475 69.858546 362 1.6615645 181
26/07/2015 1002A 2015 7 0 56.833333 0.2877071 26.0031107 945.0722 66.312117 362 1.4452045 181
27/07/2015 1002A 2015 7 1 86.541667 3.5626305 24.7591014 945.9631 78.805882 362 1.9202595 181
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4/08/2015 1002A 2015 8 2 12.833333 0.0452817 22.0606477 943.3552 67.262231 362 2.0740978 200
6/08/2015 1002A 2015 8 4 38.500000 0.8790504 22.1112383 948.0384 76.110720 362 1.3657876 200
9/08/2015 1002A 2015 8 0 40.333333 0.3563787 23.9481065 952.3053 73.018106 362 1.4172835 200
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11/08/2015 1002A 2015 8 2 66.347826 0.8179813 25.1805200 950.1309 65.371661 362 1.3980866 200
12/08/2015 1002A 2015 8 3 55.130435 0.2628843 25.4713114 947.9957 66.228268 362 1.8291112 200
13/08/2015 1002A 2015 8 4 112.695652 1.1587761 26.0787562 945.4423 67.059209 362 1.5576903 200
15/08/2015 1002A 2015 8 6 14.571429 0.0252929 23.5511138 946.8561 54.114988 362 1.5477790 200
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28/08/2015 1002A 2015 8 5 11.136364 0.2332836 21.8695088 948.9959 64.521486 362 1.6948965 200
29/08/2015 1002A 2015 8 6 25.500000 0.5264256 21.4153782 949.7237 66.866187 362 1.7157835 200
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3/09/2015 1002A 2015 9 4 10.238095 0.2989347 21.6932754 954.8132 69.076719 362 1.3267343 190
6/09/2015 1002A 2015 9 0 11.916667 0.4875127 18.4667475 953.6702 75.180132 362 1.1442742 190
7/09/2015 1002A 2015 9 1 16.391304 0.1194235 19.0161036 953.7506 74.178172 362 1.3723888 190
8/09/2015 1002A 2015 9 2 35.565217 0.3867382 19.3247527 954.9937 72.869655 362 1.5713565 190
12/09/2015 1002A 2015 9 6 5.869565 0.1762094 15.5112092 956.9527 51.933537 362 2.9646867 190
13/09/2015 1002A 2015 9 0 10.086956 0.0416231 17.1663354 956.5038 59.960959 362 1.5060913 190
15/09/2015 1002A 2015 9 2 88.666667 0.9744230 16.4535196 959.2141 71.718364 362 1.4140752 190
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18/09/2015 1002A 2015 9 5 42.041667 0.0802481 19.5017963 956.9855 69.748799 362 1.5485083 190
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25/09/2015 1002A 2015 9 5 9.666667 0.1223299 15.3668240 951.4162 63.195205 362 1.8835348 190
26/09/2015 1002A 2015 9 6 18.458333 0.2176362 14.5929240 953.2682 62.245150 362 1.5895065 190
27/09/2015 1002A 2015 9 0 30.043478 0.2297313 17.0462854 954.4669 61.407992 362 1.4642943 190
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3/10/2015 1002A 2015 10 6 13.208330 0.0586231 15.1116200 958.9219 55.966460 362 1.7362580 149
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5/10/2015 1002A 2015 10 1 175.041700 0.8787275 15.1527800 958.0399 74.949310 362 1.3003340 149
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11/10/2015 1002A 2015 10 0 5.791667 0.0660448 12.1919400 956.9008 39.348160 362 3.4848610 149
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18/10/2015 1002A 2015 10 0 19.391300 0.5753993 12.4995700 962.6474 51.347910 362 2.4909980 149
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23/10/2015 1002A 2015 10 5 36.681820 0.2270821 9.8346230 956.7914 79.596070 362 1.4585800 149
27/10/2015 1002A 2015 10 2 11.727270 0.1431996 6.8173210 954.6173 41.634340 362 2.7363490 149
28/10/2015 1002A 2015 10 3 4.913043 0.1981602 5.4634350 960.6321 40.307960 362 2.6622000 149
29/10/2015 1002A 2015 10 4 5.954545 0.1193366 4.0149700 964.6162 35.477800 362 3.2242600 149
30/10/2015 1002A 2015 10 5 12.739130 0.1353009 3.5073240 968.0563 48.986140 362 1.9222780 149
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1/11/2015 1002A 2015 11 0 28.062500 0.1243255 5.2721110 961.9039 54.909780 362 1.5025980 90
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4/12/2015 1002A 2015 12 5 12.652170 0.1462763 -3.5162420 963.2385 46.760310 362 3.2082470 96
5/12/2015 1002A 2015 12 6 18.833330 0.1283165 -2.5607030 965.3016 57.952320 362 2.0134690 96
7/12/2015 1002A 2015 12 1 173.500000 3.0028830 -2.1276060 968.0068 76.811640 362 1.1782970 96
9/12/2015 1002A 2015 12 3 189.550000 2.9659660 -0.4166522 961.7223 88.113980 362 1.1192980 96
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11/12/2015 1002A 2015 12 5 37.300000 0.3707739 -3.7160850 965.0309 61.015180 362 1.0929400 96
12/12/2015 1002A 2015 12 6 85.500000 0.5583541 -2.8476890 962.1300 70.084480 362 1.0226510 96
14/12/2015 1002A 2015 12 1 49.846150 0.1811982 -1.4023630 959.3036 75.775470 362 2.4919130 96
15/12/2015 1002A 2015 12 2 4.958333 0.1522629 -3.5251290 961.7713 41.211110 362 4.6229320 96
17/12/2015 1002A 2015 12 4 36.478260 0.1333054 -6.2374390 967.7082 46.769190 362 2.1342930 96
18/12/2015 1002A 2015 12 5 29.363640 0.1263210 -4.2751770 969.2026 52.903030 362 1.7805750 96
21/12/2015 1002A 2015 12 1 200.458300 0.5952715 -5.4021240 963.0629 77.395910 362 0.9403137 96
22/12/2015 1002A 2015 12 2 213.791700 2.2775070 -5.4202030 963.5366 79.673250 362 1.2330000 96
24/12/2015 1002A 2015 12 4 52.500000 0.1921736 -3.4141780 963.0390 60.400160 362 1.8965870 96
28/12/2015 1002A 2015 12 1 109.583300 0.3597985 -6.7910770 969.9242 59.980750 362 1.2280620 96
30/12/2015 1002A 2015 12 3 38.000000 0.1233277 -2.4280640 966.3965 51.411100 362 3.2150970 96
31/12/2015 1002A 2015 12 4 45.476190 0.2161200 -5.6339620 967.8972 59.322020 362 1.0843280 96
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5/01/2016 1002A 2016 1 2 9.791667 0.1123523 -7.9699600 965.7953 37.518740 362 2.4228580 84
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25/01/2016 1002A 2016 1 1 16.625000 0.1273188 -9.0157420 965.8634 32.372830 362 3.1282750 84
26/01/2016 1002A 2016 1 2 23.208330 0.2081379 -7.9085580 963.0263 32.852670 362 3.1656910 84
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26/04/2016 1002A 2016 4 2 91.550000 1.1967430 15.7529900 954.4928 47.987250 362 2.5037090 144
28/04/2016 1002A 2016 4 4 86.166670 0.6556977 15.9744600 953.3783 54.478730 362 2.1857040 144
29/04/2016 1002A 2016 4 5 128.250000 0.7038153 16.6761200 947.0169 53.274110 362 2.1956140 144
30/04/2016 1002A 2016 4 6 146.904800 0.4562388 19.5840900 942.7472 52.204040 362 2.3786380 144
3/05/2016 1002A 2016 5 2 33.608700 0.0965653 14.7932500 942.1731 40.318460 362 3.9904260 177
5/05/2016 1002A 2016 5 4 59.900000 0.5740634 17.3568400 945.7220 38.233590 362 3.0470430 177
6/05/2016 1002A 2016 5 5 61.166670 0.1562540 15.4687000 951.6861 24.702620 362 4.7398980 177
7/05/2016 1002A 2016 5 6 11.304350 0.0351642 16.6114000 956.6394 22.767150 362 2.0644980 177
8/05/2016 1002A 2016 5 0 55.083330 0.4777313 17.4881900 951.7835 39.212440 362 2.1537830 177
10/05/2016 1002A 2016 5 2 29.166670 0.0881660 16.3646700 949.4018 58.491580 362 1.8147720 177
15/05/2016 1002A 2016 5 0 16.380950 0.1652339 13.8903300 952.8086 48.712680 362 2.6639470 177
16/05/2016 1002A 2016 5 1 11.857140 0.0277873 18.2361700 948.4076 33.874760 362 2.7493120 177
17/05/2016 1002A 2016 5 2 41.428570 0.1897089 20.6693900 948.8595 39.758410 362 2.3889780 177
20/05/2016 1002A 2016 5 5 82.166670 1.0302980 19.7497600 955.0861 47.535520 362 2.4276350 177
21/05/2016 1002A 2016 5 6 58.875000 0.4206250 19.9514100 957.9711 43.817610 362 2.4786300 177
24/05/2016 1002A 2016 5 2 14.294120 0.1323076 16.7373000 943.7906 53.804460 362 3.2147360 177
26/05/2016 1002A 2016 5 4 15.208330 0.0594590 19.8918300 949.8485 36.246240 362 2.8158340 177
28/05/2016 1002A 2016 5 6 63.041670 0.4334160 20.9630000 946.1787 45.829510 362 2.0270960 177
29/05/2016 1002A 2016 5 0 19.333330 0.1632384 21.3707400 947.4027 29.990010 362 2.7467030 177
30/05/2016 1002A 2016 5 1 67.833330 0.9275279 23.2388000 943.8897 42.279100 362 2.0071850 177
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2/06/2016 1002A 2016 6 4 47.333330 0.6192724 22.3298400 949.9198 39.332440 362 1.8313620 189
5/06/2016 1002A 2016 6 0 87.500000 1.1123970 21.8621400 949.9738 49.931600 362 1.8987970 189
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11/06/2016 1002A 2016 6 6 5.666667 0.0578825 21.8252200 948.6224 41.342850 362 2.2703150 189
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19/06/2016 1002A 2016 6 0 34.217390 0.3747650 24.5751500 946.4542 47.288030 362 1.7784820 189
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22/06/2016 1002A 2016 6 3 53.875000 0.8097914 24.2690200 943.4181 69.284560 362 1.7084200 189
25/06/2016 1002A 2016 6 6 15.875000 0.3139310 25.2466100 948.6841 34.798540 362 2.2375610 189
26/06/2016 1002A 2016 6 0 35.250000 0.7658896 26.0708000 946.6626 37.046990 362 2.3737190 189
30/06/2016 1002A 2016 6 4 41.416670 0.1193366 22.3312000 945.0867 71.040470 362 2.0291980 189
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5/07/2016 1002A 2016 7 2 82.208330 2.0949150 24.2776500 951.2006 66.646220 362 2.0302160 197
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11/07/2016 1002A 2016 7 1 83.625000 1.2757490 27.7535500 941.5891 63.812770 362 2.2618140 197
13/07/2016 1002A 2016 7 3 10.458330 0.2028713 25.5279000 945.9876 63.902550 362 1.4999650 197
17/07/2016 1002A 2016 7 0 62.416670 1.8734110 22.6406700 947.7701 70.931360 362 1.2160740 197
27/07/2016 1002A 2016 7 3 27.458330 0.3103097 24.3800500 944.3417 75.942690 362 1.6485130 197
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29/07/2016 1002A 2016 7 5 120.950000 2.1368210 25.8627900 946.1225 81.312820 362 1.4852130 197
2/08/2016 1002A 2016 8 2 42.818180 0.4286444 25.7196900 951.2702 73.113670 362 1.2344430 201
3/08/2016 1002A 2016 8 3 29.263160 0.2610196 26.2462200 951.2040 72.909060 362 1.2377550 201
6/08/2016 1002A 2016 8 6 89.875000 1.1699850 26.0007400 947.4722 81.209740 362 1.4131580 201
7/08/2016 1002A 2016 8 0 13.833330 0.2191133 24.3430000 949.3425 77.906880 362 1.5333590 201
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11/08/2016 1002A 2016 8 4 93.208330 3.5626310 27.2716000 947.9055 80.678460 362 1.9027620 201
16/08/2016 1002A 2016 8 2 19.260870 0.1637649 22.2373900 946.8286 76.353470 362 1.6458840 201
19/08/2016 1002A 2016 8 5 7.958333 0.0378582 23.5859300 947.3109 76.963030 362 1.5504040 201
20/08/2016 1002A 2016 8 6 37.833330 0.6132313 23.7224300 950.0503 76.158890 362 0.9789624 201
21/08/2016 1002A 2016 8 0 42.583330 0.5412985 24.9472400 950.6874 76.422590 362 1.3129920 201
25/08/2016 1002A 2016 8 4 8.136364 0.2051446 22.1978500 952.3361 54.201880 362 3.2464890 201
26/08/2016 1002A 2016 8 5 7.458333 0.1682272 18.7651700 957.2168 54.815430 362 1.4804410 201
27/08/2016 1002A 2016 8 6 9.666667 0.1452786 19.4027900 953.9762 57.077550 362 1.9996300 201
28/08/2016 1002A 2016 8 0 8.083333 0.0322817 20.1412900 953.2119 51.197330 362 1.7007170 201
30/08/2016 1002A 2016 8 2 20.166670 0.1512239 21.2747900 947.4313 61.577950 362 1.6470280 201
31/08/2016 1002A 2016 8 3 9.875000 0.0416231 21.6251500 939.4464 45.093630 362 2.6018410 201
3/09/2016 1002A 2016 9 6 11.833330 0.2027519 21.1453900 948.1340 67.400640 362 1.2546510 187
7/09/2016 1002A 2016 9 3 35.833330 0.5154501 20.1156700 947.3358 65.986940 362 1.8641580 187
8/09/2016 1002A 2016 9 4 12.473680 0.0732239 18.9361300 947.8861 67.605890 362 1.2439130 187
14/09/2016 1002A 2016 9 3 92.782610 0.7318762 20.0298800 956.7464 77.123530 362 1.4611080 187
15/09/2016 1002A 2016 9 4 32.041670 0.2276940 20.4775700 955.2348 72.218510 362 1.1839380 187
19/09/2016 1002A 2016 9 1 5.818182 0.0417052 14.8039300 961.5388 64.451870 362 1.5795460 187
20/09/2016 1002A 2016 9 2 10.000000 0.0739534 14.9280600 959.9812 65.531970 362 1.4617350 187
23/09/2016 1002A 2016 9 5 95.142860 0.2389664 17.5152700 951.9274 84.776570 362 1.1570760 187
24/09/2016 1002A 2016 9 6 71.916670 0.5992836 18.7606800 950.5377 80.973660 362 1.5071320 187
28/09/2016 1002A 2016 9 3 8.666667 0.0609646 10.8683600 965.0074 51.766040 362 1.4625090 187
29/09/2016 1002A 2016 9 4 33.000000 0.5356586 11.5489900 958.4568 63.962770 362 1.5907560 187
30/09/2016 1002A 2016 9 5 81.791670 0.6618713 14.6209100 954.8298 67.866430 362 1.3909770 187
1/10/2016 1002A 2016 10 6 151.708300 1.1443710 16.3442400 954.3673 69.866050 362 1.6207560 158
2/10/2016 1002A 2016 10 0 163.208300 1.0200370 16.3251200 952.6799 75.659090 362 1.2614360 158
5/10/2016 1002A 2016 10 3 41.782610 0.3438342 13.0219500 957.3769 76.698120 362 1.8070060 158
8/10/2016 1002A 2016 10 6 10.142860 0.1204459 8.1944490 960.5333 50.288290 362 3.2950650 158
10/10/2016 1002A 2016 10 1 196.333300 0.4505953 8.7699490 956.3250 76.065110 362 1.3855050 158
13/10/2016 1002A 2016 10 4 137.333300 0.6934272 12.5515800 958.3979 82.904750 362 1.2210700 158
14/10/2016 1002A 2016 10 5 227.250000 2.9270530 13.6308200 959.4592 81.881040 362 1.3660920 158
17/10/2016 1002A 2016 10 1 25.208330 0.0763526 12.2762700 959.4095 62.000200 362 1.7075610 158
19/10/2016 1002A 2016 10 3 193.739100 0.7948249 14.4148300 955.6768 83.265650 362 1.2050190 158
25/10/2016 1002A 2016 10 2 70.782610 0.4234608 8.5250370 952.9468 79.571130 362 1.5943820 158
26/10/2016 1002A 2016 10 3 30.842110 0.3777583 9.4184660 961.4213 57.559360 362 1.9066230 158
29/10/2016 1002A 2016 10 6 18.238100 0.2270955 2.3261980 967.4520 58.024620 362 1.8144220 158
1/11/2016 1002A 2016 11 2 33.958330 0.3877360 -2.4277070 970.0958 58.482000 362 1.1295680 118
2/11/2016 1002A 2016 11 3 50.166670 0.3278699 1.7740670 963.0528 58.001550 362 1.8309890 118
3/11/2016 1002A 2016 11 4 112.416700 0.1661269 4.0293630 956.0208 63.916920 362 1.5634240 118
4/11/2016 1002A 2016 11 5 229.125000 0.8097914 5.5757560 947.7760 72.089270 362 1.3241960 118
5/11/2016 1002A 2016 11 6 147.750000 1.1001420 7.3304180 952.5431 69.673680 362 1.9334040 118
8/11/2016 1002A 2016 11 2 25.875000 0.2151223 1.5805190 970.2458 54.838560 362 1.7249100 118
10/11/2016 1002A 2016 11 4 102.307700 0.6351822 3.1011340 952.3138 70.048220 362 1.8520030 118
11/11/2016 1002A 2016 11 5 39.375000 0.6122335 1.8943360 951.7840 60.787050 362 1.5339080 118
12/11/2016 1002A 2016 11 6 66.083330 0.4505953 3.6598050 957.2082 62.610220 362 1.7482370 118
14/11/2016 1002A 2016 11 1 33.954550 0.1093590 5.0383590 960.1129 33.890250 362 3.5781410 118
15/11/2016 1002A 2016 11 2 47.545450 0.3468275 0.7839491 962.6089 44.849020 362 1.6828480 118
16/11/2016 1002A 2016 11 3 87.173910 0.7040281 1.9169130 958.5190 64.439010 362 1.0246910 118
19/11/2016 1002A 2016 11 6 75.250000 0.1702228 6.0118240 955.9065 58.138240 362 2.6071380 118
22/11/2016 1002A 2016 11 2 6.916667 0.1762094 -8.5180990 974.1921 40.564860 362 3.5523360 118
23/11/2016 1002A 2016 11 3 9.173913 0.1243255 -7.0254240 970.4575 47.817700 362 2.5681060 118
24/11/2016 1002A 2016 11 4 44.625000 0.2260977 -5.8058990 964.7587 55.076530 362 1.2093950 118
26/11/2016 1002A 2016 11 6 147.458300 0.9335145 -1.4879960 957.1342 60.876560 362 1.6324340 118
27/11/2016 1002A 2016 11 0 26.833330 0.1063657 -0.8006047 963.8959 39.189740 362 3.0907190 118
28/11/2016 1002A 2016 11 1 46.666670 0.3528141 -3.0945820 968.2845 54.443050 362 1.4153200 118
30/11/2016 1002A 2016 11 3 67.000000 0.2899548 0.6246677 961.2612 64.362750 362 2.4594390 118
1/12/2016 1002A 2016 12 4 16.125000 0.1193366 -0.0315884 968.1518 43.221110 362 2.2307900 89
2/12/2016 1002A 2016 12 5 65.958330 0.1063657 -1.8265620 966.2790 57.294110 362 1.3699570 89
3/12/2016 1002A 2016 12 6 117.736800 0.6012581 -1.0523100 958.1974 66.855480 362 0.9181224 89
5/12/2016 1002A 2016 12 1 62.705880 0.1402897 -1.3959930 964.1071 44.989820 362 2.8767430 89
6/12/2016 1002A 2016 12 2 45.714290 0.1951669 -2.5382740 959.2150 47.235230 362 1.5871970 89
7/12/2016 1002A 2016 12 3 56.500000 0.1163433 0.5962455 960.0789 50.566040 362 2.1734050 89
8/12/2016 1002A 2016 12 4 69.750000 0.1323076 0.1347920 955.6812 46.548400 362 3.7598240 89
10/12/2016 1002A 2016 12 6 54.750000 0.1702228 -5.6034700 965.4004 55.467290 362 0.9932130 89
12/12/2016 1002A 2016 12 1 218.368400 1.2747510 -0.7182793 960.8317 64.354880 362 1.9321270 89
14/12/2016 1002A 2016 12 3 18.208330 0.1522629 -6.0115390 968.7030 39.240400 362 2.2740580 89
15/12/2016 1002A 2016 12 4 10.727270 0.1472741 -4.5783710 968.5355 44.058830 362 3.2996460 89
17/12/2016 1002A 2016 12 6 110.916700 0.5034769 -3.3847070 959.0289 58.193850 362 1.1919560 89
18/12/2016 1002A 2016 12 0 185.125000 0.8876172 -3.5595120 960.7151 65.669560 362 0.8937975 89
19/12/2016 1002A 2016 12 1 167.826100 0.3448320 -3.0355900 961.9539 67.901370 362 1.0587910 89
23/12/2016 1002A 2016 12 5 26.695650 0.1273188 -5.2318350 965.4684 47.692520 362 2.0764920 89
24/12/2016 1002A 2016 12 6 108.166700 2.1697480 -5.6457600 965.4486 62.353260 362 1.3817200 89
27/12/2016 1002A 2016 12 2 28.958330 0.1901781 -6.9609230 969.2071 48.938960 362 2.2435290 89
29/12/2016 1002A 2016 12 4 33.409090 0.1073634 -7.9831960 970.1499 44.117850 362 2.0594690 89
31/12/2016 1002A 2016 12 6 201.391300 0.7768651 -5.8746120 962.7287 62.394270 362 0.9849117 89
2/01/2015 1003A 2015 1 5 43.142860 0.1752116 -2.8107500 1010.9270 30.398200 49 1.7541690 69
3/01/2015 1003A 2015 1 6 201.416700 0.8058003 -3.9029960 999.5070 43.710970 49 0.9438136 69
4/01/2015 1003A 2015 1 0 216.416700 0.3168945 -1.3236610 998.4769 42.847070 49 1.4033600 69
6/01/2015 1003A 2015 1 2 33.590910 0.2430597 -2.3274050 1009.6190 20.323680 49 2.7231480 69
8/01/2015 1003A 2015 1 4 130.142900 0.8397244 -3.6127710 1011.5610 54.386520 49 1.2058260 69
9/01/2015 1003A 2015 1 5 86.956520 0.1362987 -1.6882730 1010.7290 37.256980 49 2.2075690 69
10/01/2015 1003A 2015 1 6 206.958300 0.3009302 0.1402811 1004.7770 36.039850 49 1.9319420 69
11/01/2015 1003A 2015 1 0 31.956520 0.2520396 0.4662339 1013.9440 35.923220 49 2.0300270 69
12/01/2015 1003A 2015 1 1 97.000000 0.7858450 -3.4478970 1018.0470 57.337330 49 1.3098400 69
13/01/2015 1003A 2015 1 2 162.333300 2.1877080 -3.5540740 1013.5650 64.080940 49 1.1266550 69
16/01/2015 1003A 2015 1 5 101.363600 0.2500441 -2.3940710 1010.7840 49.243100 49 3.8963750 69
17/01/2015 1003A 2015 1 6 62.375000 0.9085703 -4.3103940 1013.7320 39.371700 49 1.9749600 69
19/01/2015 1003A 2015 1 1 40.739130 0.2670062 -1.0993160 1006.9560 37.867940 49 1.6870910 69
20/01/2015 1003A 2015 1 2 82.583330 0.7519209 -2.5308330 1004.1070 58.422290 49 1.7114530 69
21/01/2015 1003A 2015 1 3 14.818180 0.1263210 -0.7640922 1009.6350 39.634420 49 2.7466180 69
22/01/2015 1003A 2015 1 4 112.454500 0.8187713 -3.1379000 1006.5630 49.961170 49 1.4515700 69
25/01/2015 1003A 2015 1 0 136.625000 2.4391450 -1.3582900 1006.8590 82.435430 49 1.2817050 69
27/01/2015 1003A 2015 1 2 18.391300 0.1652339 -5.8273920 1018.1400 29.108320 49 2.9596230 69
28/01/2015 1003A 2015 1 3 31.666670 0.5433876 -4.1777330 1015.5370 32.914060 49 1.4456730 69
29/01/2015 1003A 2015 1 4 58.888890 0.2360754 -2.3811760 1011.1850 41.830860 49 2.4620240 69
30/01/2015 1003A 2015 1 5 12.318180 0.1382942 -4.2902830 1017.2230 27.801180 49 2.6859420 69
31/01/2015 1003A 2015 1 6 29.608700 0.2270955 -5.0392000 1019.7430 28.617570 49 1.5422840 69
3/02/2015 1003A 2015 2 2 123.260900 0.8985927 -0.0181595 1013.4270 50.436070 49 2.0670360 70
5/02/2015 1003A 2015 2 4 30.727270 0.2211089 0.2558961 1013.8430 33.104440 49 2.6662690 70
7/02/2015 1003A 2015 2 6 14.956520 0.1941692 -0.0999171 1011.3780 24.792030 49 3.7861130 70
8/02/2015 1003A 2015 2 0 26.791670 0.1502674 -5.5843240 1017.4690 19.184130 49 2.3581350 70
9/02/2015 1003A 2015 2 1 137.000000 0.4266489 -3.1314330 1010.0660 27.744030 49 1.6140490 70
11/02/2015 1003A 2015 2 3 58.695650 0.2610196 2.0661970 998.7451 29.656580 49 2.5488790 70
13/02/2015 1003A 2015 2 5 149.809500 0.6182201 -0.3045822 999.3428 47.168440 49 1.6532730 70
14/02/2015 1003A 2015 2 6 301.739100 1.1141100 1.9920020 994.4582 45.176270 49 1.4648930 70
16/02/2015 1003A 2015 2 1 135.083300 0.4086891 3.1338120 1000.5150 46.659670 49 2.2792270 70
17/02/2015 1003A 2015 2 2 34.291670 0.2749883 3.1578460 1005.7810 37.015200 49 2.4468760 70
18/02/2015 1003A 2015 2 3 59.458330 0.2280932 1.6331770 1012.4430 43.657200 49 1.6130940 70
22/02/2015 1003A 2015 2 0 41.695650 0.2999325 -2.5982780 1005.1080 28.680340 49 3.9203420 70
23/02/2015 1003A 2015 2 1 59.333330 0.4645640 -1.5578200 1002.6950 40.628460 49 1.5248040 70
24/02/2015 1003A 2015 2 2 179.590900 1.2827330 -0.2882013 996.9263 60.920250 49 1.3074000 70
25/02/2015 1003A 2015 2 3 78.260870 0.2929481 1.6912710 1000.8910 37.048760 49 3.3062470 70
26/02/2015 1003A 2015 2 4 13.708330 0.2709972 -0.5970868 1007.5860 30.719030 49 2.2533210 70
1/03/2015 1003A 2015 3 0 43.739130 0.2390687 3.3125230 1002.7320 36.846570 49 2.6878870 66
2/03/2015 1003A 2015 3 1 71.869570 0.4186667 4.2605080 994.2778 36.188750 49 2.2284090 66
3/03/2015 1003A 2015 3 2 9.391304 0.1702228 0.7869910 1005.2140 15.686650 49 4.9329570 66
4/03/2015 1003A 2015 3 3 28.347830 0.3288677 -1.4458070 1009.9570 20.768120 49 1.7501690 66
5/03/2015 1003A 2015 3 4 133.625000 0.6411688 0.2659949 1007.7250 27.673850 49 2.1089290 66
6/03/2015 1003A 2015 3 5 226.521700 1.2837310 2.3510420 1001.0420 40.179300 49 1.8924410 66
9/03/2015 1003A 2015 3 1 8.833333 0.2231044 -0.8322882 1017.0880 14.865310 49 3.5505580 66
10/03/2015 1003A 2015 3 2 34.565220 0.3139012 0.2381029 1012.5300 20.657380 49 2.1829530 66
11/03/2015 1003A 2015 3 3 51.500000 0.2221066 3.3230330 1005.2830 21.517290 49 2.1131490 66
12/03/2015 1003A 2015 3 4 70.500000 0.3707739 4.3663160 998.7567 27.055800 49 1.8056340 66
13/03/2015 1003A 2015 3 5 67.583330 0.3188900 4.3495710 1003.5950 31.896650 49 2.0109610 66
14/03/2015 1003A 2015 3 6 101.666700 1.1210950 4.5249390 1002.5640 43.517230 49 1.9232730 66
15/03/2015 1003A 2015 3 0 104.478300 0.5274233 8.3611500 999.2330 28.878950 49 2.1985950 66
17/03/2015 1003A 2015 3 2 214.541700 1.1320700 10.0341900 1001.1890 47.232440 49 2.2621660 66
20/03/2015 1003A 2015 3 5 43.500000 0.6830750 11.9478800 1000.0310 21.470800 49 1.9334560 66
21/03/2015 1003A 2015 3 6 25.000000 0.2021513 13.2865400 1000.5950 10.991590 49 3.1802860 66
22/03/2015 1003A 2015 3 0 20.250000 0.2510419 8.6341660 1009.4630 17.159250 49 2.9781390 66
23/03/2015 1003A 2015 3 1 35.458330 0.2660084 8.1462120 1011.1660 24.480280 49 1.7206110 66
24/03/2015 1003A 2015 3 2 85.782610 0.3877360 8.4998100 1012.9030 30.651210 49 2.4352990 66
25/03/2015 1003A 2015 3 3 123.750000 1.0881680 9.8717210 1012.3420 43.585120 49 1.9149340 66
26/03/2015 1003A 2015 3 4 101.583300 0.8985927 12.5437900 1010.8880 38.410400 49 2.3374110 66
27/03/2015 1003A 2015 3 5 97.818180 1.3775210 12.9947800 1003.1490 39.301750 49 2.2905410 66
28/03/2015 1003A 2015 3 6 58.809520 1.1739760 16.3094800 995.8869 36.645740 49 3.1495340 66
2/04/2015 1003A 2015 4 4 38.958330 0.2889570 7.0615690 985.7546 77.734320 49 2.2057660 100
3/04/2015 1003A 2015 4 5 30.958330 0.5623452 10.7373700 993.9194 55.927420 49 2.5371050 100
4/04/2015 1003A 2015 4 6 68.750000 1.3685410 10.9395400 994.7504 58.441920 49 1.6158280 100
7/04/2015 1003A 2015 4 2 25.958330 0.2660084 6.8500360 1013.0530 30.820470 49 2.0979840 100
8/04/2015 1003A 2015 4 3 106.590900 1.0881680 7.6665340 1006.4150 47.184190 49 2.2349300 100
9/04/2015 1003A 2015 4 4 170.956500 1.5451460 10.4998400 1002.2900 57.327970 49 1.8696010 100
10/04/2015 1003A 2015 4 5 178.333300 1.0891660 12.7030900 1001.5020 53.975740 49 1.9046560 100
13/04/2015 1003A 2015 4 1 29.700000 0.6192179 10.1058800 1007.3010 45.934810 49 2.7670470 100
14/04/2015 1003A 2015 4 2 61.578950 0.3568052 15.0062000 991.3932 42.018140 49 1.9193310 100
16/04/2015 1003A 2015 4 4 25.565220 0.2530374 15.2238400 994.0137 13.359720 49 4.3522390 100
17/04/2015 1003A 2015 4 5 78.000000 0.3790037 15.9842800 991.5277 30.143850 49 2.1478900 100
20/04/2015 1003A 2015 4 1 77.090910 0.5098245 14.3087700 997.2585 43.180490 49 1.9463550 100
22/04/2015 1003A 2015 4 3 48.047620 0.4480802 17.1703000 999.6256 34.532830 49 2.2672050 100
23/04/2015 1003A 2015 4 4 62.166670 0.4877051 19.7702200 997.3165 34.289680 49 2.4371030 100
24/04/2015 1003A 2015 4 5 54.350000 0.3412649 17.8341100 1003.2550 31.118740 49 1.9566720 100
25/04/2015 1003A 2015 4 6 74.863640 0.5609197 21.0277900 997.5071 34.142560 49 2.0019480 100
26/04/2015 1003A 2015 4 0 103.363600 0.7928294 22.9665500 992.7569 41.967930 49 2.5194980 100
29/04/2015 1003A 2015 4 3 121.857100 1.4074700 20.1758900 995.5783 65.151140 49 1.9056070 100
30/04/2015 1003A 2015 4 4 109.136400 1.2438100 22.2147400 993.4776 61.845400 49 2.2403330 100
2/05/2015 1003A 2015 5 6 43.043480 0.8926061 17.8605600 992.8934 72.605860 49 1.7533280 113
3/05/2015 1003A 2015 5 0 46.181820 0.3188900 18.1057000 996.2229 34.164570 49 3.3176510 113
4/05/2015 1003A 2015 5 1 20.125000 0.4126249 17.2117800 997.6190 21.637710 49 3.0085520 113
5/05/2015 1003A 2015 5 2 51.590910 0.7100147 18.7494300 988.1321 36.630520 49 1.9401100 113
8/05/2015 1003A 2015 5 5 64.416670 0.9108488 17.4450000 992.1907 50.339850 49 2.0549290 113
15/05/2015 1003A 2015 5 5 25.363640 0.5450242 19.9809800 996.9298 34.313420 49 2.4322730 113
16/05/2015 1003A 2015 5 6 59.619050 0.4730111 20.3224800 992.6953 39.966720 49 2.1233050 113
18/05/2015 1003A 2015 5 1 90.000000 0.4533656 21.7782700 984.3787 40.530600 49 3.1794760 113
19/05/2015 1003A 2015 5 2 16.809520 0.2467462 20.7676300 990.5894 20.114450 49 3.6346280 113
20/05/2015 1003A 2015 5 3 20.750000 0.5686044 21.8537300 997.8826 29.278960 49 2.7903030 113
22/05/2015 1003A 2015 5 5 51.533330 0.7473525 21.5826300 992.2176 43.123490 49 1.7574480 113
23/05/2015 1003A 2015 5 6 96.478260 0.8028070 23.3816200 990.9712 48.020830 49 1.7458640 113
24/05/2015 1003A 2015 5 0 119.434800 0.9441511 24.6569000 989.5503 47.190070 49 1.9145540 113
25/05/2015 1003A 2015 5 1 102.695700 1.0684350 25.9309700 988.6171 44.708970 49 2.1412760 113
26/05/2015 1003A 2015 5 2 94.150000 1.0396570 26.9843200 988.7061 44.055090 49 2.4943250 113
27/05/2015 1003A 2015 5 3 105.600000 1.3544550 25.2140000 987.7671 50.322830 49 1.9602880 113
30/05/2015 1003A 2015 5 6 64.272730 0.7612891 23.2655400 990.1045 49.411440 49 2.0275540 113
31/05/2015 1003A 2015 5 0 56.333330 0.8212723 25.9542900 984.1115 48.448530 49 2.3135240 113
2/06/2015 1003A 2015 6 2 31.043480 0.2131267 26.0317000 991.1038 30.368200 49 3.3374500 122
5/06/2015 1003A 2015 6 5 54.333330 0.6467331 22.4200500 981.4516 62.087240 49 1.7555450 122
6/06/2015 1003A 2015 6 6 36.300000 0.6651152 23.0801700 984.6814 56.200180 49 2.4497720 122
8/06/2015 1003A 2015 6 1 22.350000 0.3069141 21.5712300 987.8315 53.392260 49 1.6706650 122
9/06/2015 1003A 2015 6 2 59.000000 1.6049660 23.5250000 984.4651 53.457430 49 2.2900420 122
13/06/2015 1003A 2015 6 6 13.545450 0.3588007 22.2264300 987.1714 62.063630 49 2.1693430 122
14/06/2015 1003A 2015 6 0 22.608700 0.4166712 24.2984800 991.1990 56.472660 49 1.7507740 122
16/06/2015 1003A 2015 6 2 124.375000 1.7011060 25.5184000 986.9006 56.555710 49 1.7320610 122
18/06/2015 1003A 2015 6 4 26.722220 0.3211492 25.8290000 989.3031 38.464050 49 2.2286370 122
20/06/2015 1003A 2015 6 6 29.375000 0.3789944 23.6798900 994.3950 54.639860 49 1.5220550 122
22/06/2015 1003A 2015 6 1 98.826090 1.6199780 25.2051300 988.6176 54.513430 49 1.8077150 122
30/06/2015 1003A 2015 6 2 16.714290 0.1382942 21.5070800 986.1587 64.616160 49 2.1424400 122
1/07/2015 1003A 2015 7 3 24.058820 0.2200709 23.9713200 980.9169 55.305120 49 1.7955960 126
2/07/2015 1003A 2015 7 4 7.875000 0.4732462 25.0546000 985.5041 42.387570 49 2.0346510 126
3/07/2015 1003A 2015 7 5 25.350000 0.6172499 24.7154700 990.7811 41.706460 49 2.3000420 126
5/07/2015 1003A 2015 7 0 67.875000 1.4128170 22.8793700 992.6443 62.605330 49 1.8850960 126
6/07/2015 1003A 2015 7 1 70.166670 2.3194130 24.5633800 993.1466 59.318460 49 1.8711950 126
7/07/2015 1003A 2015 7 2 70.375000 1.2530060 26.1039300 991.8469 56.715000 49 1.7797080 126
8/07/2015 1003A 2015 7 3 135.130400 2.2765090 26.8604800 992.9663 59.248520 49 1.9699100 126
9/07/2015 1003A 2015 7 4 76.125000 1.5669910 27.3242700 995.1977 52.218590 49 2.0744340 126
10/07/2015 1003A 2015 7 5 52.041670 2.1737390 27.3037700 993.4865 54.762800 49 2.0834660 126
11/07/2015 1003A 2015 7 6 114.208300 2.4750650 28.1336700 990.3111 58.804600 49 1.4395840 126
12/07/2015 1003A 2015 7 0 124.083300 0.9654570 29.5791100 983.3731 55.621470 49 1.3697360 126
13/07/2015 1003A 2015 7 1 53.173910 0.5973152 30.9686700 981.0876 46.750270 49 1.5330400 126
23/07/2015 1003A 2015 7 4 49.476190 0.9474719 25.4646700 986.9367 75.502140 49 1.1097070 126
24/07/2015 1003A 2015 7 5 60.388890 0.7089851 25.7602200 984.7331 70.883510 49 1.5229230 126
25/07/2015 1003A 2015 7 6 104.500000 0.9846175 26.6115000 984.0112 71.559500 49 1.4144570 126
26/07/2015 1003A 2015 7 0 126.541700 0.5743184 28.6738800 986.2600 66.755420 49 1.2695860 126
2/08/2015 1003A 2015 8 0 78.347830 1.0143340 25.5945300 985.7504 85.704560 49 1.0668980 122
4/08/2015 1003A 2015 8 2 20.454550 0.2719496 24.6441100 984.7095 65.809810 49 1.7367300 122
9/08/2015 1003A 2015 8 0 61.791670 0.8576842 26.5753000 993.7950 74.311370 49 1.1784270 122
10/08/2015 1003A 2015 8 1 47.541670 0.4166809 27.8184500 992.7099 64.471500 49 1.2899870 122
12/08/2015 1003A 2015 8 3 87.695650 0.6636231 27.9742600 989.6689 67.075220 49 1.8507970 122
13/08/2015 1003A 2015 8 4 124.000000 1.4543490 28.3036600 987.1580 65.718260 49 1.7580180 122
15/08/2015 1003A 2015 8 6 26.565220 0.3485522 26.1585300 988.3059 56.177170 49 1.4388950 122
16/08/2015 1003A 2015 8 0 40.375000 0.4184645 26.8930300 988.6660 58.091270 49 1.4081320 122
19/08/2015 1003A 2015 8 3 57.391300 0.8985927 23.6264800 993.9789 74.296800 49 1.7919410 122
20/08/2015 1003A 2015 8 4 33.304350 0.2480486 24.5399500 991.2425 67.280810 49 1.6140600 122
21/08/2015 1003A 2015 8 5 14.434780 0.2847593 25.4585000 988.9859 53.630500 49 1.3358340 122
22/08/2015 1003A 2015 8 6 18.045450 0.1522629 25.4025300 988.5110 59.458890 49 1.6907840 122
23/08/2015 1003A 2015 8 0 25.260870 0.5992626 22.6008900 992.1195 75.073780 49 1.3994190 122
25/08/2015 1003A 2015 8 2 15.500000 0.7140058 23.8447200 993.3182 67.894720 49 1.2634000 122
26/08/2015 1003A 2015 8 3 11.476190 0.1712205 24.4043100 992.5161 66.310450 49 1.3073060 122
27/08/2015 1003A 2015 8 4 10.789470 0.4495975 24.4726600 992.5222 64.713090 49 1.2635800 122
28/08/2015 1003A 2015 8 5 17.409090 0.4132201 24.5371600 990.9251 63.443990 49 1.7824880 122
2/09/2015 1003A 2015 9 3 8.869565 0.1362987 23.1255300 996.1956 71.948200 49 1.3779580 117
3/09/2015 1003A 2015 9 4 15.047620 0.4356288 24.1519400 996.9997 68.929390 49 1.3156550 117
6/09/2015 1003A 2015 9 0 19.166670 0.4485997 20.9495400 996.0245 71.753840 49 1.1345270 117
7/09/2015 1003A 2015 9 1 28.347830 0.5236231 21.2509800 996.2951 72.101370 49 1.2972230 117
11/09/2015 1003A 2015 9 5 10.523810 0.3847427 16.0068400 998.9548 76.783790 49 1.7448450 117
12/09/2015 1003A 2015 9 6 7.695652 0.2159944 18.1700300 999.8695 50.175900 49 2.7859950 117
13/09/2015 1003A 2015 9 0 21.652170 0.2459701 19.6510900 999.2025 58.719070 49 1.4510300 117
15/09/2015 1003A 2015 9 2 112.954500 1.8005740 18.7531800 1002.3180 70.919960 49 1.1862840 117
16/09/2015 1003A 2015 9 3 141.476200 1.5541260 19.2255400 1000.9750 75.520850 49 1.2776040 117
17/09/2015 1003A 2015 9 4 154.727300 2.0310580 20.6098500 999.9120 77.348380 49 1.2187110 117
18/09/2015 1003A 2015 9 5 92.958330 0.3663264 21.9058000 999.4514 70.954900 49 1.3082090 117
19/09/2015 1003A 2015 9 6 19.416670 0.2467817 20.4743100 999.8638 60.120530 49 1.2612090 117
20/09/2015 1003A 2015 9 0 66.428570 1.9582210 20.3014200 996.0329 72.313760 49 1.4272300 117
21/09/2015 1003A 2015 9 1 94.541670 1.5880500 20.9589800 994.2652 66.792300 49 1.4024800 117
22/09/2015 1003A 2015 9 2 142.260900 3.0118630 20.3078000 992.5106 77.584970 49 1.8982770 117
24/09/2015 1003A 2015 9 4 114.043500 3.2642980 19.5846200 992.2948 81.172870 49 1.4634180 117
25/09/2015 1003A 2015 9 5 26.571430 0.1323076 17.9935400 994.0719 65.782530 49 1.6574920 117
26/09/2015 1003A 2015 9 6 33.916670 0.3629813 17.3365900 996.2499 63.055200 49 1.3969310 117
27/09/2015 1003A 2015 9 0 59.136360 0.4430429 19.6994000 997.0959 61.543360 49 1.2163520 117
1/10/2015 1003A 2015 10 4 14.750000 0.1238377 15.4654200 995.4015 52.699250 49 3.4688940 116
2/10/2015 1003A 2015 10 5 30.181820 0.2594552 16.6408800 994.0936 55.713170 49 1.9366280 116
3/10/2015 1003A 2015 10 6 25.000000 0.1708022 17.2809500 1002.2270 57.890350 49 1.5926540 116
5/10/2015 1003A 2015 10 1 225.416700 2.7714010 17.0344400 1001.2450 77.898820 49 1.2154230 116
7/10/2015 1003A 2015 10 3 285.045500 3.0118630 19.2608000 997.1934 74.402220 49 1.6282240 116
8/10/2015 1003A 2015 10 4 8.304348 0.1388265 14.7536200 1001.9780 28.934690 49 3.1612140 116
9/10/2015 1003A 2015 10 5 15.695650 0.1412875 12.9002300 994.2065 37.365250 49 3.4814370 116
11/10/2015 1003A 2015 10 0 7.833333 0.2444309 14.4605100 1000.1440 40.368170 49 2.8137940 116
12/10/2015 1003A 2015 10 1 13.476190 0.1417556 14.5525300 1003.7200 46.594080 49 1.4407370 116
13/10/2015 1003A 2015 10 2 33.444440 0.2039104 15.1623900 1002.8650 53.032450 49 0.9952881 116
15/10/2015 1003A 2015 10 4 122.666700 0.4994859 15.4270400 999.7999 70.343510 49 1.0986350 116
16/10/2015 1003A 2015 10 5 235.166700 2.1647590 15.4936200 1000.4540 73.626050 49 1.1270020 116
17/10/2015 1003A 2015 10 6 325.772700 2.3114310 15.4785800 999.8443 75.589470 49 1.0015380 116
19/10/2015 1003A 2015 10 1 57.000000 0.6262023 12.6866300 999.3394 70.123590 49 1.2201850 116
23/10/2015 1003A 2015 10 5 55.227270 0.3807516 11.7539700 1001.0010 81.441470 49 1.3490530 116
27/10/2015 1003A 2015 10 2 17.000000 0.2362891 8.8497650 998.9300 45.977550 49 2.0702550 116
28/10/2015 1003A 2015 10 3 8.043478 0.1752116 8.1682050 1004.9510 40.545110 49 2.2150590 116
29/10/2015 1003A 2015 10 4 7.818182 0.1263210 6.5591330 1009.1360 36.251030 49 2.6706730 116
30/10/2015 1003A 2015 10 5 22.782610 0.1871848 5.5873540 1013.1040 50.340180 49 1.4382790 116
31/10/2015 1003A 2015 10 6 44.260870 0.2191133 6.4472030 1013.3610 57.096170 49 1.0962760 116
1/11/2015 1003A 2015 11 0 80.375000 0.1881826 7.4854930 1006.3890 60.157870 49 1.3192410 74
2/11/2015 1003A 2015 11 1 91.136360 0.2410642 8.2765230 1003.8420 60.617950 49 1.1058930 74
3/11/2015 1003A 2015 11 2 159.608700 1.1679900 9.0049900 1004.7940 66.361240 49 1.3412930 74
4/11/2015 1003A 2015 11 3 205.190500 3.0118630 9.8874020 1005.2270 71.522080 49 0.9790744 74
26/11/2015 1003A 2015 11 4 31.789470 0.8107892 -8.2645990 1013.7370 46.712850 49 3.1235970 74
29/11/2015 1003A 2015 11 0 273.238100 0.9873939 -0.7734836 1008.3530 77.025830 49 1.1658320 74
2/12/2015 1003A 2015 12 3 10.000000 0.1452786 0.1138706 1002.4970 45.367480 49 4.1943930 73
3/12/2015 1003A 2015 12 4 10.434780 0.3687784 -1.3977910 1005.6630 35.423380 49 4.6918560 73
4/12/2015 1003A 2015 12 5 31.681820 0.1283165 -0.9172709 1008.7420 44.640520 49 2.4965270 73
5/12/2015 1003A 2015 12 6 53.695650 0.1203344 -0.3520330 1010.9770 57.167140 49 1.6313710 73
6/12/2015 1003A 2015 12 0 153.869600 1.8744090 -0.7801699 1011.5260 69.726580 49 1.0700970 73
7/12/2015 1003A 2015 12 1 175.500000 3.0118630 0.3783600 1014.0540 76.283740 49 1.0565670 73
10/12/2015 1003A 2015 12 4 123.450000 0.1402897 2.1335070 1007.6520 64.260930 49 2.1615790 73
11/12/2015 1003A 2015 12 5 39.800000 0.2440575 -0.7932297 1010.7330 57.452680 49 1.0562000 73
12/12/2015 1003A 2015 12 6 140.909100 1.0692110 -0.6486959 1007.9150 70.029930 49 0.9995124 73
13/12/2015 1003A 2015 12 0 197.222200 0.9424944 -0.6600987 1008.5790 74.849190 49 1.0647420 73
14/12/2015 1003A 2015 12 1 68.769230 0.2201111 0.6044343 1005.3070 80.330320 49 1.7027040 73
15/12/2015 1003A 2015 12 2 6.695652 0.1402897 -0.5363530 1007.8150 39.676050 49 4.0129090 73
16/12/2015 1003A 2015 12 3 6.565217 0.1123523 -2.7160670 1013.0580 33.645880 49 4.1865300 73
17/12/2015 1003A 2015 12 4 55.521740 0.2620173 -3.7670340 1014.3390 45.544340 49 1.8108130 73
18/12/2015 1003A 2015 12 5 65.083330 0.1602451 -1.9201380 1015.3460 52.365850 49 1.6759320 73
22/12/2015 1003A 2015 12 2 332.333300 2.7404710 -3.0906960 1009.4610 83.707960 49 1.2260650 73
23/12/2015 1003A 2015 12 3 285.125000 0.7968204 -1.6987270 1008.4420 77.067290 49 1.1241740 73
24/12/2015 1003A 2015 12 4 106.608700 1.1520250 -1.4675750 1009.0360 68.571300 49 1.3805110 73
25/12/2015 1003A 2015 12 5 450.000000 2.4002320 -3.5957010 1001.0840 81.879940 49 1.5313580 73
28/12/2015 1003A 2015 12 1 109.875000 0.2759861 -4.6835600 1016.6180 62.507750 49 1.1800670 73
30/12/2015 1003A 2015 12 3 70.041670 0.1163433 -0.7175042 1012.1990 55.410450 49 2.6207780 73
31/12/2015 1003A 2015 12 4 62.708330 0.4964926 -3.3907710 1014.1930 61.690750 49 0.8546824 73
1/01/2016 1003A 2016 1 5 178.833300 0.7778629 -3.2003850 1005.7240 69.221060 49 0.7163808 84
2/01/2016 1003A 2016 1 6 278.125000 0.9424944 -1.6758410 1002.1190 70.337120 49 1.0765120 84
3/01/2016 1003A 2016 1 0 245.625000 1.1350630 -2.1039280 1004.2600 75.799440 49 1.4730210 84
5/01/2016 1003A 2016 1 2 36.458330 0.1702228 -5.3244980 1011.7980 34.823670 49 2.0906530 84
6/01/2016 1003A 2016 1 3 25.583330 0.1382942 -4.8549900 1012.4480 43.521130 49 2.5654870 84
7/01/2016 1003A 2016 1 4 11.333330 0.1382942 -5.1423410 1013.4250 36.889130 49 3.2084950 84
8/01/2016 1003A 2016 1 5 34.875000 0.1133500 -5.0169720 1009.5930 38.202050 49 2.3772470 84
9/01/2016 1003A 2016 1 6 81.083330 0.2540352 -4.9625970 1006.8350 48.026140 49 1.3031380 84
11/01/2016 1003A 2016 1 1 11.541670 0.1502674 -7.0888910 1017.5020 34.598560 49 3.2774490 84
12/01/2016 1003A 2016 1 2 12.608700 0.1372964 -7.8553780 1014.0970 33.208480 49 2.8018590 84
13/01/2016 1003A 2016 1 3 20.521740 0.1233277 -6.0812570 1006.1720 32.366530 49 2.0560510 84
14/01/2016 1003A 2016 1 4 74.125000 0.4096868 -4.2651910 1002.3890 37.541060 49 1.6826630 84
15/01/2016 1003A 2016 1 5 106.958300 0.2400664 -4.1033110 999.6554 44.696490 49 1.2067200 84
17/01/2016 1003A 2016 1 0 39.791670 0.2550329 -7.6305450 1007.8900 51.678810 49 2.7631580 84
19/01/2016 1003A 2016 1 2 58.958330 0.4186667 -9.5574290 1012.2460 40.528000 49 1.5408530 84
20/01/2016 1003A 2016 1 3 132.750000 0.8097914 -7.2760580 1015.5560 49.027250 49 1.5767490 84
24/01/2016 1003A 2016 1 0 12.958330 0.1991580 -11.9900800 1021.3240 28.936830 49 4.5648080 84
25/01/2016 1003A 2016 1 1 27.291670 0.2151223 -6.5830120 1012.5040 30.373610 49 2.4493340 84
26/01/2016 1003A 2016 1 2 35.000000 0.1722183 -5.5903420 1009.6310 31.258590 49 2.7665190 84
27/01/2016 1003A 2016 1 3 94.583330 0.7898361 -6.1854410 1009.1800 40.841910 49 1.1601060 84
28/01/2016 1003A 2016 1 4 138.708300 0.7160013 -4.0748330 1011.2120 41.472820 49 1.5987900 84
29/01/2016 1003A 2016 1 5 53.875000 1.3725320 -6.4051400 1016.1830 44.756410 49 1.6400770 84
31/01/2016 1003A 2016 1 0 16.416670 0.1153456 -6.5802070 1018.8710 34.007550 49 2.9868830 84
1/02/2016 1003A 2016 2 1 10.125000 0.1921736 -4.8191630 1017.4920 36.754640 49 2.1847130 71
2/02/2016 1003A 2016 2 2 27.750000 0.2191133 -4.4629730 1012.8640 37.101350 49 1.5245890 71
3/02/2016 1003A 2016 2 3 33.500000 0.3717717 -3.8296720 1009.8390 38.435640 49 1.3245970 71
6/02/2016 1003A 2016 2 6 31.083330 0.2171178 -1.9952720 1011.2730 32.444620 49 2.4018650 71
7/02/2016 1003A 2016 2 0 40.083330 0.2909526 -1.4822910 1002.3770 34.831510 49 2.1657150 71
8/02/2016 1003A 2016 2 1 221.125000 0.1642362 1.8927300 997.1722 30.309580 49 2.5370650 71
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26/04/2016 1003A 2016 4 2 79.941180 1.2817350 17.2668600 998.0812 45.557540 49 2.3510380 106
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17/05/2016 1003A 2016 5 2 65.652170 0.6420932 22.9160700 991.6427 41.540960 49 2.2982500 118
19/05/2016 1003A 2016 5 4 89.956520 0.7818539 22.3816500 996.5547 48.113700 49 2.0381660 118
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26/05/2016 1003A 2016 5 4 25.208330 0.3369626 22.2517500 992.2469 36.089930 49 2.5412120 118
28/05/2016 1003A 2016 5 6 41.608700 0.4845194 22.6761800 988.8449 46.043590 49 2.0426180 118
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30/05/2016 1003A 2016 5 1 85.291670 0.8087936 25.1913400 986.0398 46.731660 49 1.9102590 118
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6/06/2016 1003A 2016 6 1 107.400000 2.1837170 23.3363200 992.1811 61.504300 49 1.6769980 122
7/06/2016 1003A 2016 6 2 61.791670 0.7279745 21.6407600 993.8211 71.818030 49 2.0518600 122
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9/06/2016 1003A 2016 6 4 100.800000 0.8643134 26.2386400 988.2935 55.478720 49 2.6496660 122
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18/06/2016 1003A 2016 6 6 46.375000 0.6257760 25.2213900 987.4420 57.070910 49 1.8069740 122
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24/06/2016 1003A 2016 6 5 18.500000 0.1911759 25.7357000 988.8604 39.424880 49 2.2678430 122
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11/07/2016 1003A 2016 7 1 133.500000 1.7257410 30.0802300 983.0605 61.803550 49 2.2379180 124
13/07/2016 1003A 2016 7 3 22.666670 0.4654925 28.0666300 987.3160 61.522690 49 1.3728680 124
26/07/2016 1003A 2016 7 2 19.750000 0.4017047 27.1769300 987.0599 68.410430 49 1.6598380 124
29/07/2016 1003A 2016 7 5 133.833300 2.8063230 28.4376400 987.3532 80.613500 49 1.4413860 124
1/08/2016 1003A 2016 8 1 74.750000 1.2826170 27.5630700 991.7871 79.905420 49 1.4769990 123
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8/08/2016 1003A 2016 8 1 37.291670 0.3099101 26.3099300 992.7663 69.461730 49 1.6217830 123
9/08/2016 1003A 2016 8 2 47.833330 0.6471585 26.1374000 991.3755 72.997050 49 1.5687140 123
11/08/2016 1003A 2016 8 4 82.791670 3.3570910 29.7105600 989.5360 78.659880 49 1.8753370 123
16/08/2016 1003A 2016 8 2 26.458330 0.4978656 24.5503800 988.5972 74.768120 49 1.4425030 123
19/08/2016 1003A 2016 8 5 21.250000 0.3766231 25.6497900 988.6453 76.758440 49 1.8961000 123
21/08/2016 1003A 2016 8 0 63.291670 1.1200970 27.1176800 992.4073 75.063420 49 1.2893280 123
22/08/2016 1003A 2016 8 1 46.217390 0.9115636 26.9851900 994.3792 71.998580 49 1.4487710 123
25/08/2016 1003A 2016 8 4 22.954550 0.2137574 25.0034100 993.6341 54.997750 49 2.9176200 123
26/08/2016 1003A 2016 8 5 12.666670 0.3399048 21.4655400 999.3681 53.628550 49 1.3112090 123
27/08/2016 1003A 2016 8 6 18.041670 0.0980951 22.0615500 996.0221 56.601390 49 1.7746670 123
28/08/2016 1003A 2016 8 0 13.875000 0.2708432 22.8570200 995.2264 50.689930 49 1.5008050 123
29/08/2016 1003A 2016 8 1 21.000000 0.2560307 22.9879300 994.9316 55.937220 49 1.4352080 123
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5/09/2016 1003A 2016 9 1 29.500000 0.2250999 22.9331500 993.4428 69.442620 49 1.5486590 123
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14/09/2016 1003A 2016 9 3 107.347800 0.9213675 22.7262100 999.2210 76.593590 49 1.4378630 123
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23/09/2016 1003A 2016 9 5 135.272700 2.0919220 20.1067600 994.5675 82.203640 49 1.0187290 123
24/09/2016 1003A 2016 9 6 131.333300 2.0709690 21.1416900 993.0197 80.550470 49 1.3361190 123
28/09/2016 1003A 2016 9 3 17.250000 0.1864272 13.7164400 1008.3240 48.832740 49 1.4979420 123
29/09/2016 1003A 2016 9 4 61.086960 0.7684906 13.6504500 1001.9590 63.760020 49 1.2832200 123
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1/10/2016 1003A 2016 10 6 176.458300 1.7367170 17.8230800 997.2988 69.562700 49 1.3924160 111
2/10/2016 1003A 2016 10 0 199.583300 2.7983410 18.5963900 995.5060 75.229540 49 1.1470130 111
3/10/2016 1003A 2016 10 1 119.916700 0.8287490 20.8534200 993.5543 76.124770 49 1.3884640 111
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8/10/2016 1003A 2016 10 6 11.291670 0.2366175 11.0415300 1004.1670 50.278080 49 2.8985880 111
10/10/2016 1003A 2016 10 1 100.125000 0.8157780 10.8269200 1000.3470 76.643540 49 1.1506980 111
11/10/2016 1003A 2016 10 2 128.541700 1.2398290 12.5747700 1003.7630 75.358990 49 1.6345270 111
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17/10/2016 1003A 2016 10 1 77.041670 0.2360754 14.4980000 1002.9400 68.059870 49 1.3892470 111
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28/10/2016 1003A 2016 10 5 12.357140 0.1802004 7.8324110 1011.7460 53.573680 49 2.2617980 111
29/10/2016 1003A 2016 10 6 23.761900 0.3273843 4.7933060 1013.0160 59.186840 49 1.7029010 111
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3/11/2016 1003A 2016 11 4 214.125000 0.7828517 5.1573000 1000.6660 75.111380 49 1.2772760 101
4/11/2016 1003A 2016 11 5 277.875000 1.0901640 6.0149470 991.8146 84.218180 49 0.9964390 101
5/11/2016 1003A 2016 11 6 195.916700 1.1111170 8.3313640 996.4345 77.478070 49 1.7549840 101
8/11/2016 1003A 2016 11 2 37.478260 0.2889570 3.9043170 1015.8530 55.644360 49 1.3448810 101
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12/11/2016 1003A 2016 11 6 76.208330 0.7429410 5.7314660 1001.8440 66.803320 49 1.5440980 101
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23/11/2016 1003A 2016 11 3 16.363640 0.3009302 -4.1824760 1017.1090 47.512230 49 2.2604570 101
24/11/2016 1003A 2016 11 4 83.083330 0.5393965 -3.4136660 1011.2930 56.779670 49 1.1013050 101
26/11/2016 1003A 2016 11 6 303.583300 2.5538880 0.3952131 1002.7440 67.198570 49 1.1441730 101
27/11/2016 1003A 2016 11 0 69.333330 0.1682272 1.3223520 1009.1820 42.899520 49 2.6350300 101
28/11/2016 1003A 2016 11 1 67.875000 0.3657851 -0.8587116 1014.1280 55.517060 49 1.2105550 101
30/11/2016 1003A 2016 11 3 90.500000 0.8207668 2.9275750 1006.7920 65.780340 49 1.8412210 101
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2/12/2016 1003A 2016 12 5 113.666700 0.1871848 0.4533102 1011.7270 58.980560 49 1.2715640 85
5/12/2016 1003A 2016 12 1 49.470590 0.1293143 1.0695390 1009.2610 47.777090 49 2.3195870 85
6/12/2016 1003A 2016 12 2 104.428600 0.3657851 -1.1069070 1005.0120 53.604500 49 1.1148630 85
7/12/2016 1003A 2016 12 3 145.363600 0.5354055 1.4431660 1005.4180 59.086620 49 1.6199890 85
8/12/2016 1003A 2016 12 4 105.541700 0.1482719 2.1519490 1000.3060 52.054840 49 3.2151110 85
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12/12/2016 1003A 2016 12 1 228.421100 1.8424800 1.4856870 1006.0030 66.341840 49 1.6463510 85
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18/12/2016 1003A 2016 12 0 260.375000 0.9075726 -1.9362750 1005.9160 72.866100 49 0.7832198 85
19/12/2016 1003A 2016 12 1 246.869600 0.7439388 -1.8481170 1007.0180 76.443460 49 0.8972400 85
22/12/2016 1003A 2016 12 4 102.588200 0.1991580 0.5836846 1005.6920 51.693540 49 3.0522170 85
23/12/2016 1003A 2016 12 5 37.608700 0.1273188 -2.7827720 1011.5880 45.201710 49 1.9200990 85
24/12/2016 1003A 2016 12 6 136.500000 1.8933660 -3.2801650 1011.7740 62.101960 49 1.2562920 85
27/12/2016 1003A 2016 12 2 40.666670 0.1572518 -4.1673190 1015.9430 50.731760 49 1.7950670 85
29/12/2016 1003A 2016 12 4 67.761900 0.2460530 -5.4321220 1016.8890 45.844740 49 1.8439030 85
31/12/2016 1003A 2016 12 6 353.391300 1.0901640 -4.8607020 1008.8440 74.438560 49 0.8453652 85
2/01/2015 1004A 2015 1 5 57.086960 0.1752116 -2.7524010 1011.7600 30.397310 45 1.7197830 67
3/01/2015 1004A 2015 1 6 173.208300 0.8058003 -3.7875490 1000.3320 43.807220 45 0.9768227 67
4/01/2015 1004A 2015 1 0 176.666700 0.3168945 -1.3239280 999.2540 43.416410 45 1.3887640 67
6/01/2015 1004A 2015 1 2 35.454550 0.2430597 -2.2197450 1010.4550 20.147950 45 2.7722500 67
8/01/2015 1004A 2015 1 4 136.238100 0.8397244 -3.5923740 1012.3880 55.330330 45 1.1935260 67
9/01/2015 1004A 2015 1 5 90.130430 0.1362987 -1.6466520 1011.5150 37.689360 45 2.1777200 67
10/01/2015 1004A 2015 1 6 248.083300 0.3009302 0.2688117 1005.5530 35.940810 45 1.9188610 67
11/01/2015 1004A 2015 1 0 37.826090 0.2520396 0.5678462 1014.7660 36.306100 45 2.0364270 67
12/01/2015 1004A 2015 1 1 99.700000 0.7858450 -3.3301160 1018.9420 57.386760 45 1.3289970 67
13/01/2015 1004A 2015 1 2 157.416700 2.1877080 -3.4315560 1014.4130 64.276040 45 1.1397710 67
16/01/2015 1004A 2015 1 5 115.181800 0.2500441 -2.2249870 1011.5590 49.774180 45 3.8755400 67
17/01/2015 1004A 2015 1 6 64.875000 0.9085703 -4.1746090 1014.5850 39.151120 45 2.0179370 67
19/01/2015 1004A 2015 1 1 43.434780 0.2670062 -0.9736670 1007.7930 37.772270 45 1.7001330 67
20/01/2015 1004A 2015 1 2 79.666670 0.7519209 -2.3869930 1004.8720 58.845160 45 1.7542130 67
21/01/2015 1004A 2015 1 3 18.428570 0.1263210 -0.6590979 1010.4090 39.675510 45 2.7725630 67
22/01/2015 1004A 2015 1 4 116.545500 0.8187713 -2.9395360 1007.4190 50.249610 45 1.5289760 67
25/01/2015 1004A 2015 1 0 124.000000 2.4391450 -1.3307560 1007.7340 82.400120 45 1.3110680 67
27/01/2015 1004A 2015 1 2 15.916670 0.1652339 -5.6709340 1018.9750 28.818530 45 2.9607370 67
28/01/2015 1004A 2015 1 3 34.260870 0.5433876 -4.0476030 1016.3930 33.074000 45 1.4395430 67
29/01/2015 1004A 2015 1 4 63.954550 0.2360754 -2.2110640 1011.9930 42.194880 45 2.4714080 67
30/01/2015 1004A 2015 1 5 11.695650 0.1382942 -4.1315870 1018.0210 27.577460 45 2.6647210 67
31/01/2015 1004A 2015 1 6 31.375000 0.2270955 -4.9280040 1020.5660 28.695390 45 1.5267330 67
3/02/2015 1004A 2015 2 2 102.826100 0.8985927 0.0333119 1014.2040 50.975960 45 2.0338050 72
5/02/2015 1004A 2015 2 4 28.086960 0.2211089 0.3216497 1014.6440 32.824600 45 2.6512230 72
7/02/2015 1004A 2015 2 6 14.869570 0.1941692 0.0850044 1012.0980 24.764580 45 3.7710660 72
8/02/2015 1004A 2015 2 0 24.875000 0.1502674 -5.4460900 1018.3530 19.118130 45 2.3997790 72
9/02/2015 1004A 2015 2 1 134.000000 0.4266489 -2.9780430 1010.9040 27.867040 45 1.6640710 72
11/02/2015 1004A 2015 2 3 50.130430 0.2610196 2.1456970 999.4691 29.783110 45 2.5142800 72
13/02/2015 1004A 2015 2 5 119.478300 0.6182201 -0.1546701 1000.1990 47.275340 45 1.6802800 72
14/02/2015 1004A 2015 2 6 260.130400 1.1141100 2.1599550 995.2297 45.348500 45 1.5170230 72
16/02/2015 1004A 2015 2 1 108.304300 0.4086891 3.1870130 1001.3140 47.242560 45 2.2579600 72
17/02/2015 1004A 2015 2 2 20.125000 0.2749883 3.2117070 1006.5590 37.046820 45 2.4078270 72
18/02/2015 1004A 2015 2 3 50.000000 0.2280932 1.6769980 1013.2760 44.486960 45 1.6479890 72
22/02/2015 1004A 2015 2 0 39.782610 0.2999325 -2.4635340 1005.9600 28.830130 45 3.8785540 72
23/02/2015 1004A 2015 2 1 59.045450 0.4645640 -1.4003390 1003.5520 41.218210 45 1.5422260 72
24/02/2015 1004A 2015 2 2 157.454500 1.2827330 -0.1773598 997.7421 62.200140 45 1.3234890 72
25/02/2015 1004A 2015 2 3 69.478260 0.2929481 1.8437680 1001.6650 38.086600 45 3.2879010 72
26/02/2015 1004A 2015 2 4 13.666670 0.2709972 -0.4179949 1008.4230 31.230570 45 2.2316410 72
1/03/2015 1004A 2015 3 0 42.208330 0.2390687 3.3801250 1003.5870 37.120470 45 2.6919560 64
2/03/2015 1004A 2015 3 1 64.608700 0.4186667 4.3976660 995.0011 36.499250 45 2.1880590 64
3/03/2015 1004A 2015 3 2 8.583333 0.1702228 0.9860211 1005.9980 15.707840 45 4.9746620 64
4/03/2015 1004A 2015 3 3 25.523810 0.3288677 -1.2728840 1010.8330 20.819510 45 1.7792420 64
5/03/2015 1004A 2015 3 4 122.791700 0.6411688 0.4571813 1008.5890 27.830020 45 2.1439470 64
6/03/2015 1004A 2015 3 5 193.791700 1.2837310 2.5271190 1001.8760 40.305570 45 1.9446360 64
9/03/2015 1004A 2015 3 1 8.333333 0.2231044 -0.6555983 1017.9060 15.367440 45 3.5430780 64
10/03/2015 1004A 2015 3 2 34.043480 0.3139012 0.3471854 1013.4070 21.096910 45 2.1695110 64
11/03/2015 1004A 2015 3 3 44.650000 0.2221066 3.4428160 1006.0850 22.063520 45 2.1174820 64
12/03/2015 1004A 2015 3 4 66.071430 0.3707739 4.4291240 999.5379 27.847030 45 1.8350750 64
13/03/2015 1004A 2015 3 5 63.416670 0.3188900 4.4012080 1004.3770 33.000450 45 1.9835660 64
14/03/2015 1004A 2015 3 6 95.500000 1.1210950 4.6387880 1003.4130 44.115000 45 1.9502150 64
15/03/2015 1004A 2015 3 0 109.652200 0.5274233 8.4312350 1000.0710 29.683500 45 2.1947680 64
17/03/2015 1004A 2015 3 2 220.583300 1.1320700 10.0336900 1002.0010 48.233150 45 2.3470570 64
20/03/2015 1004A 2015 3 5 42.458330 0.6830750 12.1047700 1000.7770 22.046460 45 1.9315540 64
21/03/2015 1004A 2015 3 6 18.043480 0.2021513 13.3919500 1001.3520 11.191330 45 3.1635800 64
22/03/2015 1004A 2015 3 0 19.750000 0.2510419 8.6705420 1010.2590 17.671250 45 3.0123510 64
23/03/2015 1004A 2015 3 1 36.041670 0.2660084 8.1851640 1011.9950 25.031500 45 1.7140060 64
24/03/2015 1004A 2015 3 2 79.217390 0.3877360 8.5733980 1013.7120 31.470100 45 2.4983640 64
25/03/2015 1004A 2015 3 3 119.583300 1.0881680 9.9324770 1013.1710 44.303910 45 1.9339060 64
26/03/2015 1004A 2015 3 4 93.227270 0.8985927 12.6245200 1011.7230 38.183810 45 2.3923530 64
27/03/2015 1004A 2015 3 5 98.000000 1.3775210 13.0594600 1003.9750 39.223320 45 2.3565980 64
28/03/2015 1004A 2015 3 6 57.714290 1.1739760 16.4031600 996.5956 36.784060 45 3.1907630 64
2/04/2015 1004A 2015 4 4 37.416670 0.2889570 7.0756530 986.5387 78.008970 45 2.2362420 96
3/04/2015 1004A 2015 4 5 28.083330 0.5623452 10.6947100 994.7378 56.764120 45 2.5264890 96
4/04/2015 1004A 2015 4 6 64.250000 1.3685410 10.9189800 995.5768 58.698390 45 1.6089890 96
7/04/2015 1004A 2015 4 2 24.791670 0.2660084 6.8865340 1013.9080 31.710990 45 2.0973580 96
8/04/2015 1004A 2015 4 3 105.545500 1.0881680 7.6886550 1007.2730 48.116010 45 2.3018610 96
9/04/2015 1004A 2015 4 4 161.000000 1.5451460 10.5216600 1003.1040 58.199980 45 1.8852000 96
10/04/2015 1004A 2015 4 5 163.809500 1.0891660 12.8134400 1002.2580 54.898580 45 1.9426190 96
13/04/2015 1004A 2015 4 1 27.000000 0.6192179 10.0700400 1008.0700 46.790140 45 2.8361020 96
14/04/2015 1004A 2015 4 2 59.947370 0.3568052 14.9803500 992.1459 42.695820 45 1.9370150 96
16/04/2015 1004A 2015 4 4 23.714290 0.2530374 15.3132400 994.8513 13.451170 45 4.3885940 96
17/04/2015 1004A 2015 4 5 73.619050 0.3790037 16.0258100 992.3336 30.786120 45 2.1926140 96
20/04/2015 1004A 2015 4 1 76.000000 0.5098245 14.2971900 998.0577 44.745110 45 1.9821430 96
22/04/2015 1004A 2015 4 3 50.571430 0.4480802 17.2543800 1000.4290 35.243700 45 2.3119120 96
23/04/2015 1004A 2015 4 4 58.619050 0.4877051 19.8492200 998.0046 35.002820 45 2.4043460 96
24/04/2015 1004A 2015 4 5 57.050000 0.3412649 17.8671000 1004.0430 31.892430 45 1.9572960 96
25/04/2015 1004A 2015 4 6 71.863640 0.5609197 21.0749400 998.2564 35.030210 45 2.0498600 96
26/04/2015 1004A 2015 4 0 103.000000 0.7928294 23.0088300 993.5143 43.015010 45 2.6147290 96
29/04/2015 1004A 2015 4 3 106.142900 1.4074700 20.1057900 996.3561 65.555970 45 1.9161170 96
30/04/2015 1004A 2015 4 4 94.909090 1.2438100 22.2424000 994.2296 61.776920 45 2.2481240 96
2/05/2015 1004A 2015 5 6 36.130430 0.8926061 17.8548800 993.6634 73.046710 45 1.7604410 105
3/05/2015 1004A 2015 5 0 37.136360 0.3188900 18.1920400 996.9071 34.870310 45 3.2738580 105
4/05/2015 1004A 2015 5 1 16.500000 0.4126249 17.2393900 998.4462 22.038690 45 3.0186710 105
5/05/2015 1004A 2015 5 2 42.050000 0.7100147 18.7956100 988.8475 37.493230 45 1.9296850 105
8/05/2015 1004A 2015 5 5 58.846150 0.9108488 17.5575000 992.9123 51.450980 45 2.0815840 105
15/05/2015 1004A 2015 5 5 22.136360 0.5450242 20.0147200 997.6842 34.853530 45 2.4582580 105
16/05/2015 1004A 2015 5 6 51.545450 0.4730111 20.4122800 993.4876 40.528240 45 2.1630110 105
18/05/2015 1004A 2015 5 1 62.681820 0.4533656 21.9224200 985.0585 41.306530 45 3.0983160 105
19/05/2015 1004A 2015 5 2 8.478261 0.2467462 20.9536100 991.3199 19.922610 45 3.5995830 105
20/05/2015 1004A 2015 5 3 13.700000 0.5686044 21.9262000 998.6312 29.180300 45 2.8304360 105
22/05/2015 1004A 2015 5 5 47.133330 0.7473525 21.5888000 992.9766 43.363580 45 1.7712970 105
23/05/2015 1004A 2015 5 6 88.695650 0.8028070 23.4166900 991.7104 48.360930 45 1.7491660 105
24/05/2015 1004A 2015 5 0 109.695700 0.9441511 24.7304300 990.2798 47.289640 45 1.9521480 105
25/05/2015 1004A 2015 5 1 93.130430 1.0684350 25.9597000 989.3660 44.719630 45 2.1822650 105
26/05/2015 1004A 2015 5 2 81.250000 1.0396570 26.9319100 989.4684 44.218960 45 2.5465390 105
27/05/2015 1004A 2015 5 3 79.631580 1.3544550 25.1969600 988.5116 50.735990 45 1.9599860 105
30/05/2015 1004A 2015 5 6 56.227270 0.7612891 23.2927800 990.8481 50.891380 45 1.9974910 105
31/05/2015 1004A 2015 5 0 54.857140 0.8212723 25.9845800 984.8746 48.727770 45 2.3551210 105
2/06/2015 1004A 2015 6 2 29.695650 0.2131267 26.0071500 991.7568 31.492570 45 3.3577520 123
5/06/2015 1004A 2015 6 5 50.666670 0.6467331 22.5440900 982.1453 61.716730 45 1.8006430 123
6/06/2015 1004A 2015 6 6 27.700000 0.6651152 23.2332300 985.3035 55.972660 45 2.5103550 123
8/06/2015 1004A 2015 6 1 18.500000 0.3069141 21.6849600 988.5666 53.458460 45 1.6888120 123
9/06/2015 1004A 2015 6 2 58.529410 1.6049660 23.7032900 985.0893 53.049410 45 2.3265650 123
13/06/2015 1004A 2015 6 6 13.590910 0.3588007 22.3208100 987.8424 61.444380 45 2.2066460 123
14/06/2015 1004A 2015 6 0 19.695650 0.4166712 24.3589400 991.9259 56.257440 45 1.7784160 123
16/06/2015 1004A 2015 6 2 108.058800 1.7011060 25.6859100 987.5808 55.850260 45 1.7933690 123
18/06/2015 1004A 2015 6 4 24.000000 0.3211492 25.9514100 989.9893 38.600070 45 2.2197860 123
20/06/2015 1004A 2015 6 6 28.375000 0.3789944 23.6765300 995.1266 54.635040 45 1.5461850 123
22/06/2015 1004A 2015 6 1 90.913040 1.6199780 25.2381900 989.3454 54.715410 45 1.8191950 123
30/06/2015 1004A 2015 6 2 14.142860 0.1382942 21.4568300 986.9275 64.886070 45 2.1683550 123
1/07/2015 1004A 2015 7 3 18.437500 0.2200709 24.0563800 981.6046 55.623960 45 1.7992800 138
2/07/2015 1004A 2015 7 4 7.562500 0.4732462 25.1955000 986.1959 42.213200 45 2.0623470 138
3/07/2015 1004A 2015 7 5 26.500000 0.6172499 24.7895100 991.5087 41.746550 45 2.3477550 138
5/07/2015 1004A 2015 7 0 60.375000 1.4128170 22.9059900 993.3737 62.916480 45 1.9032690 138
6/07/2015 1004A 2015 7 1 64.916670 2.3194130 24.5874000 993.8680 59.584000 45 1.8883560 138
7/07/2015 1004A 2015 7 2 61.541670 1.2530060 26.0801700 992.5772 56.950890 45 1.8002140 138
8/07/2015 1004A 2015 7 3 129.913000 2.2765090 26.8565000 993.6936 59.396320 45 1.9859980 138
9/07/2015 1004A 2015 7 4 70.166670 1.5669910 27.2982100 995.9272 52.303970 45 2.0918030 138
10/07/2015 1004A 2015 7 5 50.708330 2.1737390 27.3341100 994.2255 55.179150 45 2.0804880 138
11/07/2015 1004A 2015 7 6 108.541700 2.4750650 28.1497100 991.0345 58.953300 45 1.4581870 138
12/07/2015 1004A 2015 7 0 118.625000 0.9654570 29.5836100 984.0322 56.035130 45 1.3783650 138
13/07/2015 1004A 2015 7 1 53.434780 0.5973152 31.0036800 981.7380 47.112700 45 1.5035770 138
23/07/2015 1004A 2015 7 4 41.904760 0.9474719 25.5051800 987.6580 75.831180 45 1.1222410 138
24/07/2015 1004A 2015 7 5 55.944440 0.7089851 25.7879300 985.4419 71.261580 45 1.5440520 138
25/07/2015 1004A 2015 7 6 99.250000 0.9846175 26.6416100 984.7366 71.792450 45 1.4339370 138
26/07/2015 1004A 2015 7 0 116.833300 0.5743184 28.7044300 986.9471 67.211320 45 1.2994350 138
2/08/2015 1004A 2015 8 0 71.708330 1.0143340 25.5537500 986.4589 86.614980 45 1.0512650 122
4/08/2015 1004A 2015 8 2 18.083330 0.2719496 24.6858500 985.4115 66.061810 45 1.7326470 122
9/08/2015 1004A 2015 8 0 60.333330 0.8576842 26.6460300 994.5064 74.850430 45 1.1724660 122
10/08/2015 1004A 2015 8 1 47.250000 0.4166809 27.8838400 993.3864 65.275900 45 1.2983180 122
12/08/2015 1004A 2015 8 3 86.217390 0.6636231 28.0339100 990.3713 67.306330 45 1.8806570 122
13/08/2015 1004A 2015 8 4 116.217400 1.4543490 28.3199300 987.8646 65.596300 45 1.8139490 122
15/08/2015 1004A 2015 8 6 26.695650 0.3485522 26.2350300 988.9768 56.897110 45 1.4287760 122
16/08/2015 1004A 2015 8 0 38.541670 0.4184645 26.9857800 989.3529 58.692650 45 1.4297410 122
19/08/2015 1004A 2015 8 3 53.833330 0.8985927 23.6982000 994.7078 74.549160 45 1.7763530 122
20/08/2015 1004A 2015 8 4 35.913040 0.2480486 24.6530300 991.9425 67.842630 45 1.5857070 122
21/08/2015 1004A 2015 8 5 12.909090 0.2847593 25.5788600 989.6766 53.746510 45 1.3621680 122
22/08/2015 1004A 2015 8 6 19.631580 0.1522629 25.4999200 989.1820 59.389720 45 1.7150700 122
23/08/2015 1004A 2015 8 0 26.130430 0.5992626 22.7014900 992.8137 74.817340 45 1.4387220 122
25/08/2015 1004A 2015 8 2 15.454550 0.7140058 23.8821000 994.0029 68.019950 45 1.2943990 122
26/08/2015 1004A 2015 8 3 11.428570 0.1712205 24.4794800 993.2027 66.352570 45 1.3246570 122
27/08/2015 1004A 2015 8 4 9.842105 0.4495975 24.5828900 993.2072 64.696620 45 1.2826420 122
28/08/2015 1004A 2015 8 5 17.954550 0.4132201 24.5819900 991.6290 63.725560 45 1.7925720 122
2/09/2015 1004A 2015 9 3 9.272727 0.1362987 23.1645700 996.8737 72.125060 45 1.4145790 117
3/09/2015 1004A 2015 9 4 15.523810 0.4356288 24.2035600 997.6961 69.342290 45 1.3281810 117
6/09/2015 1004A 2015 9 0 17.750000 0.4485997 20.9576000 996.7520 71.663880 45 1.1682070 117
7/09/2015 1004A 2015 9 1 24.913040 0.5236231 21.2659100 997.0418 71.960220 45 1.3131970 117
11/09/2015 1004A 2015 9 5 10.727270 0.3847427 16.0411500 999.7111 76.875930 45 1.7648430 117
12/09/2015 1004A 2015 9 6 8.476190 0.2159944 18.2121700 1000.6240 50.285740 45 2.8287550 117
13/09/2015 1004A 2015 9 0 16.869570 0.2459701 19.7141200 999.9305 58.654320 45 1.4746090 117
15/09/2015 1004A 2015 9 2 95.238100 1.8005740 18.8038600 1003.0580 71.214560 45 1.1540600 117
16/09/2015 1004A 2015 9 3 127.095200 1.5541260 19.3003100 1001.7060 75.711930 45 1.2638030 117
17/09/2015 1004A 2015 9 4 140.826100 2.0310580 20.6748300 1000.6340 77.360120 45 1.2211340 117
18/09/2015 1004A 2015 9 5 80.333330 0.3663264 21.9804000 1000.1360 71.342950 45 1.2956690 117
19/09/2015 1004A 2015 9 6 17.916670 0.2467817 20.6153300 1000.5580 60.576250 45 1.2816360 117
20/09/2015 1004A 2015 9 0 60.857140 1.9582210 20.4107300 996.7876 72.452170 45 1.4454650 117
21/09/2015 1004A 2015 9 1 81.958330 1.5880500 21.0035000 995.0107 66.452340 45 1.4154930 117
22/09/2015 1004A 2015 9 2 129.333300 3.0118630 20.4387100 993.2546 77.432770 45 1.9310090 117
24/09/2015 1004A 2015 9 4 100.904800 3.2642980 19.7746500 992.9939 81.256800 45 1.4584640 117
25/09/2015 1004A 2015 9 5 20.095240 0.1323076 18.1184800 994.7976 66.248830 45 1.6562140 117
26/09/2015 1004A 2015 9 6 31.541670 0.3629813 17.4867500 996.9949 63.315990 45 1.3891100 117
27/09/2015 1004A 2015 9 0 48.304350 0.4430429 19.8340100 997.7857 61.605550 45 1.2280460 117
1/10/2015 1004A 2015 10 4 13.550000 0.1238377 15.5569600 996.1317 53.032940 45 3.4432160 111
2/10/2015 1004A 2015 10 5 27.000000 0.2594552 16.7373000 994.8581 55.616220 45 1.9479950 111
3/10/2015 1004A 2015 10 6 26.173910 0.1708022 17.3628700 1002.9790 58.291130 45 1.5976980 111
5/10/2015 1004A 2015 10 1 203.666700 2.7714010 17.1293100 1001.9980 78.013880 45 1.2428100 111
7/10/2015 1004A 2015 10 3 239.772700 3.0118630 19.4024400 997.9025 74.607510 45 1.6409860 111
8/10/2015 1004A 2015 10 4 8.347826 0.1388265 14.8634000 1002.7350 29.194040 45 3.1754640 111
9/10/2015 1004A 2015 10 5 18.434780 0.1412875 13.1135700 994.9265 36.965020 45 3.4911270 111
11/10/2015 1004A 2015 10 0 8.083333 0.2444309 14.5162400 1000.8800 40.118550 45 2.8112330 111
12/10/2015 1004A 2015 10 1 11.904760 0.1417556 14.6126800 1004.4650 46.718810 45 1.4375090 111
13/10/2015 1004A 2015 10 2 29.944440 0.2039104 15.2935200 1003.5790 53.075430 45 1.0058600 111
15/10/2015 1004A 2015 10 4 107.833300 0.4994859 15.5188700 1000.5280 70.791890 45 1.1090490 111
16/10/2015 1004A 2015 10 5 208.958300 2.1647590 15.5797700 1001.1900 73.832300 45 1.1426180 111
17/10/2015 1004A 2015 10 6 287.590900 2.3114310 15.5791500 1000.5580 75.491960 45 1.0200450 111
19/10/2015 1004A 2015 10 1 50.833330 0.6262023 12.7428200 1000.1440 70.428670 45 1.2101660 111
23/10/2015 1004A 2015 10 5 46.863640 0.3807516 11.7465200 1001.7740 82.050710 45 1.3709680 111
27/10/2015 1004A 2015 10 2 15.136360 0.2362891 8.9352560 999.7253 46.671210 45 2.0535730 111
28/10/2015 1004A 2015 10 3 8.695652 0.1752116 8.3319430 1005.7270 40.732370 45 2.1950110 111
29/10/2015 1004A 2015 10 4 9.136364 0.1263210 6.6852720 1009.9260 36.881150 45 2.6394440 111
30/10/2015 1004A 2015 10 5 21.478260 0.1871848 5.6666640 1013.9280 50.580650 45 1.4446580 111
31/10/2015 1004A 2015 10 6 40.916670 0.2191133 6.5222340 1014.1490 57.841190 45 1.1031850 111
1/11/2015 1004A 2015 11 0 78.000000 0.1881826 7.5866890 1007.1520 61.155600 45 1.3260970 67
2/11/2015 1004A 2015 11 1 81.545450 0.2410642 8.3407880 1004.5920 61.552020 45 1.1170470 67
3/11/2015 1004A 2015 11 2 141.260900 1.1679900 9.0991770 1005.5880 66.735310 45 1.3595870 67
4/11/2015 1004A 2015 11 3 190.428600 3.0118630 10.0382400 1005.9880 71.201190 45 1.0236410 67
26/11/2015 1004A 2015 11 4 33.052630 0.8107892 -8.1328710 1014.6100 46.787460 45 3.1589380 67
29/11/2015 1004A 2015 11 0 257.476200 0.9873939 -0.7203160 1009.1950 77.087750 45 1.1585130 67
2/12/2015 1004A 2015 12 3 13.941180 0.1452786 0.2193922 1003.3800 45.783530 45 4.1665430 99
3/12/2015 1004A 2015 12 4 10.521740 0.3687784 -1.2418390 1006.4900 35.225610 45 4.6372410 99
4/12/2015 1004A 2015 12 5 35.000000 0.1283165 -0.8168106 1009.5540 44.501870 45 2.4754210 99
5/12/2015 1004A 2015 12 6 56.652170 0.1203344 -0.2615095 1011.7700 57.165310 45 1.6161340 99
6/12/2015 1004A 2015 12 0 148.217400 1.8744090 -0.5984395 1012.3440 69.695490 45 1.0972380 99
7/12/2015 1004A 2015 12 1 165.954500 3.0118630 0.5802413 1014.8800 76.111520 45 1.0675410 99
10/12/2015 1004A 2015 12 4 113.500000 0.1402897 2.2502840 1008.3890 64.406780 45 2.1866730 99
11/12/2015 1004A 2015 12 5 36.400000 0.2440575 -0.6400458 1011.5580 57.346660 45 1.0854750 99
12/12/2015 1004A 2015 12 6 153.409100 1.0692110 -0.5524015 1008.7320 70.245210 45 1.0124660 99
13/12/2015 1004A 2015 12 0 188.111100 0.9424944 -0.5925980 1009.3820 74.944190 45 1.0789760 99
14/12/2015 1004A 2015 12 1 141.923100 0.2201111 0.6853810 1006.1220 80.940880 45 1.6703260 99
15/12/2015 1004A 2015 12 2 7.416667 0.1402897 -0.4235434 1008.6340 40.019700 45 4.0234970 99
16/12/2015 1004A 2015 12 3 6.000000 0.1123523 -2.5656240 1013.8400 33.374450 45 4.1846490 99
17/12/2015 1004A 2015 12 4 56.095240 0.2620173 -3.6733320 1015.1530 45.506060 45 1.8379650 99
18/12/2015 1004A 2015 12 5 64.583330 0.1602451 -1.8106350 1016.1000 52.085000 45 1.6893270 99
22/12/2015 1004A 2015 12 2 337.958300 2.7404710 -2.8722000 1010.2570 84.181520 45 1.2606090 99
23/12/2015 1004A 2015 12 3 275.500000 0.7968204 -1.5021470 1009.2190 77.997140 45 1.1376540 99
24/12/2015 1004A 2015 12 4 185.869600 1.1520250 -1.3662080 1009.8360 69.910960 45 1.3886070 99
25/12/2015 1004A 2015 12 5 450.000000 2.4002320 -3.5892430 1001.9340 83.132630 45 1.5578020 99
28/12/2015 1004A 2015 12 1 106.208300 0.2759861 -4.5444150 1017.4680 62.800100 45 1.2104970 99
30/12/2015 1004A 2015 12 3 80.666670 0.1163433 -0.6663435 1012.9810 55.751540 45 2.5806960 99
31/12/2015 1004A 2015 12 4 56.636360 0.4964926 -3.2190470 1015.0230 61.646100 45 0.8811144 99
1/01/2016 1004A 2016 1 5 176.791700 0.7778629 -3.0659990 1006.5200 69.376510 45 0.7497357 82
2/01/2016 1004A 2016 1 6 274.125000 0.9424944 -1.6340220 1002.8940 70.867090 45 1.0829430 82
3/01/2016 1004A 2016 1 0 228.375000 1.1350630 -1.9738760 1005.0970 76.598360 45 1.4750040 82
5/01/2016 1004A 2016 1 2 37.041670 0.1702228 -5.0884150 1012.6630 34.540430 45 2.0827500 82
6/01/2016 1004A 2016 1 3 34.666670 0.1382942 -4.6681900 1013.2380 43.503340 45 2.5504010 82
7/01/2016 1004A 2016 1 4 11.666670 0.1382942 -4.9697600 1014.2380 36.592680 45 3.2056010 82
8/01/2016 1004A 2016 1 5 34.333330 0.1133500 -4.9271950 1010.4020 38.454530 45 2.3410430 82
9/01/2016 1004A 2016 1 6 88.083330 0.2540352 -4.7571070 1007.6640 48.084490 45 1.3003560 82
11/01/2016 1004A 2016 1 1 11.416670 0.1502674 -6.9026500 1018.3230 34.567470 45 3.2389680 82
12/01/2016 1004A 2016 1 2 12.541670 0.1372964 -7.6908910 1014.9070 33.018140 45 2.7726900 82
13/01/2016 1004A 2016 1 3 39.260870 0.1233277 -6.0160650 1006.9820 32.671890 45 1.9950920 82
14/01/2016 1004A 2016 1 4 85.958330 0.4096868 -4.2333650 1003.2160 37.600820 45 1.6445960 82
15/01/2016 1004A 2016 1 5 122.521700 0.2400664 -4.0277160 1000.4570 44.680580 45 1.2124910 82
17/01/2016 1004A 2016 1 0 34.791670 0.2550329 -7.4015130 1008.7320 51.908350 45 2.7535370 82
19/01/2016 1004A 2016 1 2 64.791670 0.4186667 -9.4633920 1013.1440 40.372460 45 1.5324710 82
20/01/2016 1004A 2016 1 3 129.041700 0.8097914 -7.1217160 1016.4350 48.933190 45 1.6094070 82
24/01/2016 1004A 2016 1 0 10.750000 0.1991580 -11.9087200 1022.0980 28.902700 45 4.4513680 82
25/01/2016 1004A 2016 1 1 37.208330 0.2151223 -6.5337200 1013.2450 30.345400 45 2.3622800 82
26/01/2016 1004A 2016 1 2 32.833330 0.1722183 -5.4531260 1010.4230 30.923650 45 2.7318540 82
27/01/2016 1004A 2016 1 3 103.083300 0.7898361 -5.9939520 1010.0140 40.496660 45 1.1807170 82
28/01/2016 1004A 2016 1 4 136.333300 0.7160013 -3.8015210 1012.0010 41.437080 45 1.6327460 82
29/01/2016 1004A 2016 1 5 52.708330 1.3725320 -6.2282520 1017.0840 44.933940 45 1.6990900 82
31/01/2016 1004A 2016 1 0 23.954550 0.1153456 -6.4400810 1019.7140 34.586460 45 2.9590030 82
1/02/2016 1004A 2016 2 1 11.833330 0.1921736 -4.7359010 1018.2890 36.828880 45 2.1766330 73
2/02/2016 1004A 2016 2 2 30.166670 0.2191133 -4.3660460 1013.6430 36.924420 45 1.4940280 73
3/02/2016 1004A 2016 2 3 36.000000 0.3717717 -3.6833610 1010.6100 38.295500 45 1.2987820 73
6/02/2016 1004A 2016 2 6 37.000000 0.2171178 -1.9572500 1012.0760 32.432370 45 2.3738130 73
7/02/2016 1004A 2016 2 0 44.958330 0.2909526 -1.4288810 1003.1620 34.543710 45 2.1436410 73
8/02/2016 1004A 2016 2 1 246.958300 0.1642362 2.0053080 997.9370 29.823930 45 2.5210030 73
9/02/2016 1004A 2016 2 2 43.416670 0.3438342 1.4151890 1004.1050 39.202360 45 1.5578780 73
10/02/2016 1004A 2016 2 3 90.333330 0.9734252 1.0360740 1000.6870 42.520270 45 1.4185020 73
14/02/2016 1004A 2016 2 0 7.833333 0.1193366 -5.3691150 1014.1610 30.700300 45 4.6145490 73
15/02/2016 1004A 2016 2 1 6.125000 0.1811982 -2.6272080 1009.0180 35.691220 45 3.6747340 73
16/02/2016 1004A 2016 2 2 7.458333 0.1203344 1.1227830 1005.5740 38.130910 45 3.1417650 73
17/02/2016 1004A 2016 2 3 46.250000 0.3897315 1.7013950 1005.1180 44.409160 45 1.8917990 73
18/02/2016 1004A 2016 2 4 14.500000 0.1353009 3.1417980 1003.1360 30.212880 45 2.9530260 73
19/02/2016 1004A 2016 2 5 11.625000 0.2859637 1.4422630 1010.7590 32.376060 45 3.1145800 73
20/02/2016 1004A 2016 2 6 11.782610 0.2031491 -1.7425760 1012.9360 27.087690 45 2.6223520 73
22/02/2016 1004A 2016 2 1 67.291670 0.4934993 0.1372244 1009.8740 48.317630 45 2.6314010 73
23/02/2016 1004A 2016 2 2 11.666670 0.1742138 -1.6088340 1020.3060 26.574340 45 3.1654710 73
24/02/2016 1004A 2016 2 3 27.913040 0.3847427 -1.8057790 1017.4700 33.257210 45 2.0254710 73
26/02/2016 1004A 2016 2 5 32.083330 0.4126801 0.7444480 1008.6290 34.831840 45 2.2549230 73
27/02/2016 1004A 2016 2 6 19.083330 0.7718763 1.9106960 1007.1810 43.819360 45 2.0735760 73
29/02/2016 1004A 2016 2 1 31.956520 0.3697762 -1.4756050 1015.7350 30.853710 45 1.9377150 73
1/03/2016 1004A 2016 3 2 114.666700 0.5184434 2.0654620 1006.6270 42.365660 45 1.5064010 70
2/03/2016 1004A 2016 3 3 173.916700 0.4386221 7.5638040 999.3917 42.648800 45 1.5350120 70
5/03/2016 1004A 2016 3 6 66.625000 0.6661129 7.2576070 1002.8260 25.977840 45 3.1864260 70
7/03/2016 1004A 2016 3 1 34.782610 0.1831937 5.0012620 1004.2270 30.640200 45 3.2242170 70
8/03/2016 1004A 2016 3 2 10.043480 0.2560307 0.6932155 1012.9860 15.775990 45 3.6650350 70
9/03/2016 1004A 2016 3 3 9.041667 0.2949436 -0.2358524 1015.6730 20.233430 45 3.6265020 70
10/03/2016 1004A 2016 3 4 9.956522 0.1802004 1.0455280 1013.4040 20.264720 45 2.8689820 70
11/03/2016 1004A 2016 3 5 19.291670 0.2360754 1.1584450 1007.0550 27.800050 45 1.8181950 70
13/03/2016 1004A 2016 3 0 27.545450 0.1652339 4.9777170 1006.9640 29.879950 45 2.7464370 70
14/03/2016 1004A 2016 3 1 75.142860 0.3508186 6.2797970 1005.5670 34.230540 45 2.0790680 70
16/03/2016 1004A 2016 3 3 231.478300 1.4553470 8.4724030 999.1980 56.938190 45 1.6388120 70
17/03/2016 1004A 2016 3 4 257.695700 2.0689730 10.2875200 995.1759 56.701340 45 1.2947740 70
18/03/2016 1004A 2016 3 5 177.608700 0.8067981 12.1993300 995.1121 46.394650 45 1.8392370 70
20/03/2016 1004A 2016 3 0 58.500000 0.4216600 9.8512690 1008.5820 41.360340 45 1.1501880 70
21/03/2016 1004A 2016 3 1 124.833300 1.0462620 10.9358400 1005.4140 40.572410 45 1.6405180 70
23/03/2016 1004A 2016 3 3 18.608700 0.2739905 8.5819920 1013.9700 27.517540 45 3.4542400 70
24/03/2016 1004A 2016 3 4 10.291670 0.2480486 7.4500940 1014.7690 24.044800 45 2.0697890 70
25/03/2016 1004A 2016 3 5 18.791670 0.2460530 7.7200470 1011.3460 28.205650 45 2.0850610 70
26/03/2016 1004A 2016 3 6 12.782610 0.2500441 10.4604500 1007.6770 24.692410 45 2.4387140 70
27/03/2016 1004A 2016 3 0 14.250000 0.2111312 12.7910500 1002.1590 20.770130 45 1.9902450 70
29/03/2016 1004A 2016 3 2 17.695650 0.4326355 15.1068700 999.2889 24.084490 45 2.5771830 70
30/03/2016 1004A 2016 3 3 29.250000 0.2470508 14.2172300 999.5979 27.137030 45 2.3287950 70
1/04/2016 1004A 2016 4 5 38.041670 0.2430597 16.8476100 991.4864 39.942620 45 3.3519390 95
3/04/2016 1004A 2016 4 0 15.458330 0.1712205 13.3645700 1004.6180 17.938180 45 1.9189570 95
4/04/2016 1004A 2016 4 1 74.916670 1.0562400 13.4214700 995.8973 39.360200 45 2.0172680 95
5/04/2016 1004A 2016 4 2 122.173900 1.4633290 14.6235100 995.2821 47.540530 45 2.5124850 95
7/04/2016 1004A 2016 4 4 96.916670 0.2171178 16.6597000 994.4973 40.084730 45 2.3153700 95
8/04/2016 1004A 2016 4 5 27.750000 0.1582496 16.5812700 997.6109 13.077710 45 3.4692880 95
9/04/2016 1004A 2016 4 6 76.083330 0.6252045 15.6357000 993.0201 31.719200 45 2.6410780 95
10/04/2016 1004A 2016 4 0 59.916670 0.4905060 12.2665500 1000.1650 25.857310 45 2.3728100 95
11/04/2016 1004A 2016 4 1 39.291670 0.9744229 9.7344420 1001.0120 36.581330 45 2.5994090 95
12/04/2016 1004A 2016 4 2 71.416670 0.7279745 11.0885100 990.8990 66.189100 45 1.5195690 95
13/04/2016 1004A 2016 4 3 130.708300 0.7748696 15.7104800 987.8518 55.827080 45 2.1908990 95
14/04/2016 1004A 2016 4 4 29.541670 0.3790448 16.6625800 997.5073 25.175200 45 3.0488900 95
17/04/2016 1004A 2016 4 0 20.785710 0.2400664 13.8357300 994.3933 23.706100 45 3.4441560 95
18/04/2016 1004A 2016 4 1 28.800000 0.2300888 13.6445600 996.3183 29.848950 45 2.3849580 95
20/04/2016 1004A 2016 4 3 77.909090 0.5324159 16.6197500 995.9253 45.310190 45 2.0582980 95
21/04/2016 1004A 2016 4 4 143.214300 0.4742873 19.4489800 987.2898 37.104580 45 2.6393100 95
22/04/2016 1004A 2016 4 5 27.533330 0.3541044 19.2038500 992.4629 12.579270 45 3.0827100 95
24/04/2016 1004A 2016 4 0 66.666670 0.8972126 16.4969700 994.1584 40.022180 45 1.9803790 95
25/04/2016 1004A 2016 4 1 64.750000 0.9416473 20.6591700 995.0311 48.732710 45 2.6797060 95
26/04/2016 1004A 2016 4 2 62.238100 1.2817350 17.2189800 998.8483 45.794610 45 2.3755030 95
28/04/2016 1004A 2016 4 4 72.250000 0.7056437 18.2277400 997.5686 52.762430 45 2.1974230 95
29/04/2016 1004A 2016 4 5 101.958300 1.5132170 19.0045500 991.1214 53.137200 45 2.2364190 95
30/04/2016 1004A 2016 4 6 131.272700 1.0352870 22.0221400 986.1558 56.773290 45 2.2649470 95
3/05/2016 1004A 2016 5 2 17.833330 0.2381361 17.3715700 985.4161 42.196950 45 3.3792250 107
5/05/2016 1004A 2016 5 4 46.000000 1.1136440 19.1851700 988.7932 42.206980 45 2.5092690 107
6/05/2016 1004A 2016 5 5 65.166670 0.2141245 18.4826700 994.8608 23.177170 45 4.0669190 107
7/05/2016 1004A 2016 5 6 19.708330 0.1817462 19.3004400 1000.6010 22.872990 45 2.0439280 107
8/05/2016 1004A 2016 5 0 52.375000 0.6769906 19.1652600 996.1602 41.063210 45 2.3586340 107
10/05/2016 1004A 2016 5 2 33.041670 0.4381044 19.2829500 992.9267 55.728300 45 1.6430180 107
15/05/2016 1004A 2016 5 0 31.619050 0.3388454 16.2354100 996.7506 53.418370 45 2.2203740 107
16/05/2016 1004A 2016 5 1 20.904760 0.1827462 20.8687000 992.0724 33.943470 45 2.6465770 107
17/05/2016 1004A 2016 5 2 55.608700 0.6420932 22.9709700 992.3984 41.887640 45 2.3436100 107
19/05/2016 1004A 2016 5 4 74.043480 0.7818539 22.3825100 997.3248 47.907550 45 2.0398210 107
21/05/2016 1004A 2016 5 6 69.500000 0.8046660 21.8765300 1001.7410 44.650030 45 2.3600320 107
22/05/2016 1004A 2016 5 0 41.600000 0.7998137 22.2049500 1000.9250 39.526780 45 1.5895930 107
24/05/2016 1004A 2016 5 2 22.000000 0.2480486 19.7616500 987.1984 50.797290 45 2.8012990 107
26/05/2016 1004A 2016 5 4 29.333330 0.3369626 22.3122100 992.9794 36.090760 45 2.5273640 107
28/05/2016 1004A 2016 5 6 42.791670 0.4845194 22.6422300 989.6297 46.387640 45 2.0808900 107
29/05/2016 1004A 2016 5 0 41.791670 0.4601790 23.5846400 990.3312 35.459250 45 2.6787150 107
30/05/2016 1004A 2016 5 1 85.625000 0.8087936 25.2800400 986.7610 47.415030 45 1.9617820 107
2/06/2016 1004A 2016 6 4 48.041670 0.6431436 24.1699100 993.1433 37.073300 45 1.6319080 116
5/06/2016 1004A 2016 6 0 71.208330 2.1487950 23.6364900 993.1276 53.673600 45 1.8983140 116
6/06/2016 1004A 2016 6 1 95.916670 2.1837170 23.3750900 992.9195 61.676140 45 1.6957070 116
7/06/2016 1004A 2016 6 2 62.458330 0.7279745 21.4990300 994.6003 72.927820 45 2.0418720 116
8/06/2016 1004A 2016 6 3 137.125000 0.8806044 23.3338300 991.8851 69.325150 45 1.6848320 116
9/06/2016 1004A 2016 6 4 100.200000 0.8643134 26.3359100 989.0361 54.975920 45 2.6745640 116
10/06/2016 1004A 2016 6 5 55.750000 1.5461430 24.5117900 986.9234 65.367610 45 2.2206430 116
15/06/2016 1004A 2016 6 3 21.125000 0.3110522 23.1488600 985.8674 58.305440 45 2.0239070 116
16/06/2016 1004A 2016 6 4 30.347830 0.7412853 25.9778900 982.5348 50.231170 45 1.7320170 116
18/06/2016 1004A 2016 6 6 48.375000 0.6257760 25.2183400 988.1578 57.643660 45 1.8293670 116
19/06/2016 1004A 2016 6 0 66.782610 0.4086891 27.0578500 988.8539 51.078380 45 1.9790030 116
20/06/2016 1004A 2016 6 1 88.238100 1.5511320 27.2746500 986.1459 61.569290 45 1.9375830 116
21/06/2016 1004A 2016 6 2 105.333300 1.6369400 27.3705500 985.4058 68.263990 45 1.8546710 116
22/06/2016 1004A 2016 6 3 52.375000 1.2784610 26.5539300 985.8137 68.341910 45 1.8274110 116
24/06/2016 1004A 2016 6 5 17.500000 0.1911759 25.8638600 989.5405 39.603780 45 2.2378190 116
25/06/2016 1004A 2016 6 6 16.312500 0.5043134 28.0248000 990.9188 32.631870 45 2.1663980 116
30/06/2016 1004A 2016 6 4 77.083330 0.7399197 24.6736900 987.1471 74.176050 45 1.5956820 116
2/07/2016 1004A 2016 7 6 51.041670 0.6526828 25.8399500 988.7100 60.726090 45 1.4783170 123
5/07/2016 1004A 2016 7 2 93.208330 1.6156720 26.2250800 993.9412 65.378510 45 1.8037940 123
6/07/2016 1004A 2016 7 3 64.208330 1.2208710 27.0908200 995.3513 58.893160 45 1.5343580 123
8/07/2016 1004A 2016 7 5 86.541670 3.5626310 27.4612300 991.9750 71.004040 45 1.8658610 123
9/07/2016 1004A 2016 7 6 77.291670 1.5065600 29.0659800 988.7518 69.505190 45 1.7332940 123
10/07/2016 1004A 2016 7 0 80.916670 0.8934067 29.8212100 986.5056 64.634510 45 1.9589130 123
11/07/2016 1004A 2016 7 1 84.291670 1.7257410 30.0838200 983.7897 61.916270 45 2.2562930 123
13/07/2016 1004A 2016 7 3 21.250000 0.4654925 28.0694000 988.0201 61.784070 45 1.3989540 123
26/07/2016 1004A 2016 7 2 21.166670 0.4017047 27.1672600 987.7575 69.030390 45 1.7027990 123
29/07/2016 1004A 2016 7 5 129.650000 2.8063230 28.4817900 988.0442 80.784240 45 1.4637050 123
1/08/2016 1004A 2016 8 1 76.458330 1.2826170 27.5398100 992.5197 80.425570 45 1.5036220 124
2/08/2016 1004A 2016 8 2 89.363640 0.4027025 27.7999200 993.1946 74.678270 45 1.2793540 124
8/08/2016 1004A 2016 8 1 34.583330 0.3099101 26.2631500 993.4549 70.136210 45 1.6498290 124
9/08/2016 1004A 2016 8 2 42.777780 0.6471585 26.1061400 992.0910 73.726500 45 1.5480390 124
11/08/2016 1004A 2016 8 4 76.666670 3.3570910 29.7372500 990.2466 78.655010 45 1.9030810 124
16/08/2016 1004A 2016 8 2 24.791670 0.4978656 24.5282700 989.3497 75.068020 45 1.4129430 124
19/08/2016 1004A 2016 8 5 20.458330 0.3766231 25.5814900 989.3117 77.409310 45 1.9685440 124
21/08/2016 1004A 2016 8 0 59.500000 1.1200970 27.0989800 993.1248 75.326700 45 1.2791570 124
22/08/2016 1004A 2016 8 1 43.608700 0.9115636 26.9733100 995.1106 71.944010 45 1.4354460 124
25/08/2016 1004A 2016 8 4 21.954550 0.2137574 25.0524000 994.2616 55.798450 45 2.8978940 124
26/08/2016 1004A 2016 8 5 11.045450 0.3399048 21.5233500 1000.0780 53.849130 45 1.3335200 124
27/08/2016 1004A 2016 8 6 19.208330 0.0980951 22.1356500 996.7148 56.739170 45 1.7791210 124
28/08/2016 1004A 2016 8 0 9.217391 0.2708432 22.9062900 995.9071 50.861910 45 1.5295930 124
29/08/2016 1004A 2016 8 1 16.791670 0.2560307 23.0589600 995.5971 56.253180 45 1.4702080 124
30/08/2016 1004A 2016 8 2 33.041670 0.3882667 24.1187100 990.1948 61.530940 45 1.5723010 124
31/08/2016 1004A 2016 8 3 21.541670 0.2892555 24.7236400 981.3981 46.907500 45 2.2799860 124
3/09/2016 1004A 2016 9 6 19.833330 0.3954384 23.6763200 990.9104 66.926290 45 1.2163520 122
5/09/2016 1004A 2016 9 1 28.500000 0.2250999 23.0892300 994.1522 69.338700 45 1.5897200 122
7/09/2016 1004A 2016 9 3 39.750000 0.8059272 22.7234300 990.3047 66.188920 45 1.9139880 122
8/09/2016 1004A 2016 9 4 21.523810 0.1996399 21.7656900 990.5868 68.728800 45 1.1221720 122
9/09/2016 1004A 2016 9 5 20.666670 0.3713040 22.6548700 992.2913 59.961120 45 1.4527640 122
10/09/2016 1004A 2016 9 6 16.458330 0.2976511 22.3341400 993.7524 61.091470 45 1.4511800 122
14/09/2016 1004A 2016 9 3 99.217390 0.9213675 22.7854800 999.9782 76.711420 45 1.4631270 122
15/09/2016 1004A 2016 9 4 82.291670 0.7449365 23.4074500 998.1211 73.937130 45 1.1290840 122
19/09/2016 1004A 2016 9 1 10.826090 0.1268731 17.7401900 1005.0290 63.362060 45 1.5848260 122
20/09/2016 1004A 2016 9 2 18.086960 0.3153843 17.7342900 1003.7350 64.432000 45 1.2438570 122
23/09/2016 1004A 2016 9 5 123.166700 2.0919220 20.2060100 995.3093 81.787800 45 1.0338010 122
24/09/2016 1004A 2016 9 6 124.708300 2.0709690 21.1963400 993.7611 80.382620 45 1.3534450 122
28/09/2016 1004A 2016 9 3 15.375000 0.1864272 13.8614700 1009.1270 48.426490 45 1.5689990 122
29/09/2016 1004A 2016 9 4 54.391300 0.7684906 13.7376000 1002.7700 63.688210 45 1.2721180 122
30/09/2016 1004A 2016 9 5 94.291670 1.0841770 16.7312600 998.7012 66.737980 45 1.2582650 122
1/10/2016 1004A 2016 10 6 150.750000 1.7367170 17.8231500 998.0588 69.495170 45 1.3715620 109
2/10/2016 1004A 2016 10 0 178.333300 2.7983410 18.7115300 996.2522 75.210140 45 1.1526760 109
3/10/2016 1004A 2016 10 1 109.333300 0.8287490 20.8917900 994.2605 76.727710 45 1.4256080 109
5/10/2016 1004A 2016 10 3 55.652170 0.5124568 15.4925300 1001.5690 79.902510 45 1.4365560 109
8/10/2016 1004A 2016 10 6 11.333330 0.2366175 11.1866900 1004.9520 50.433760 45 2.9086680 109
10/10/2016 1004A 2016 10 1 85.208330 0.8157780 10.9187800 1001.1470 76.654470 45 1.1676720 109
11/10/2016 1004A 2016 10 2 122.125000 1.2398290 12.6706300 1004.5050 75.792320 45 1.6669720 109
13/10/2016 1004A 2016 10 4 150.041700 1.3924870 14.4698400 1002.7990 84.955520 45 0.8388060 109
14/10/2016 1004A 2016 10 5 207.818200 2.9549900 15.8483300 1003.8860 78.753210 45 1.2962650 109
17/10/2016 1004A 2016 10 1 65.791670 0.2360754 14.5767000 1003.7120 68.981790 45 1.3834540 109
19/10/2016 1004A 2016 10 3 210.625000 3.0996670 16.0844400 999.7945 88.031720 45 1.0479400 109
23/10/2016 1004A 2016 10 0 27.875000 0.4515930 9.3243650 1006.1680 61.760210 45 0.7778798 109
26/10/2016 1004A 2016 10 3 36.210530 0.4615707 11.3892900 1006.3760 63.877830 45 1.7542630 109
28/10/2016 1004A 2016 10 5 10.608700 0.1802004 7.9955950 1012.5090 53.637180 45 2.3090680 109
29/10/2016 1004A 2016 10 6 20.857140 0.3273843 4.9252130 1013.8670 59.370970 45 1.7118320 109
31/10/2016 1004A 2016 10 1 7.714286 0.1283165 1.4299520 1019.7630 26.642210 45 3.8102620 109
1/11/2016 1004A 2016 11 2 40.458330 0.7209901 0.1673283 1016.8390 58.551930 45 1.0604380 97
2/11/2016 1004A 2016 11 3 112.083300 0.6631196 3.8256290 1009.0220 61.606130 45 1.3530650 97
3/11/2016 1004A 2016 11 4 196.083300 0.7828517 5.2580850 1001.4800 76.166930 45 1.3138510 97
4/11/2016 1004A 2016 11 5 231.333300 1.0901640 5.9873220 992.6097 85.391400 45 0.9899350 97
5/11/2016 1004A 2016 11 6 191.666700 1.1111170 8.2904050 997.2024 78.354910 45 1.7732750 97
8/11/2016 1004A 2016 11 2 34.875000 0.2889570 4.0108640 1016.6960 55.643080 45 1.3721310 97
10/11/2016 1004A 2016 11 4 151.642900 2.7434640 5.3241820 998.2772 73.295700 45 1.5756290 97
12/11/2016 1004A 2016 11 6 70.666670 0.7429410 5.8737930 1002.6490 67.345670 45 1.5487030 97
14/11/2016 1004A 2016 11 1 46.125000 0.1203344 7.7766040 1004.7400 39.745440 45 3.0434090 97
15/11/2016 1004A 2016 11 2 53.818180 0.5463809 3.2614300 1008.6310 49.333800 45 1.5551070 97
16/11/2016 1004A 2016 11 3 99.950000 0.9305212 4.0146530 1003.8120 71.300540 45 0.9961692 97
22/11/2016 1004A 2016 11 2 8.130435 0.1981602 -5.3091180 1021.3330 37.402500 45 3.3762440 97
23/11/2016 1004A 2016 11 3 26.166670 0.3009302 -3.9864930 1017.9550 47.829150 45 2.2546400 97
24/11/2016 1004A 2016 11 4 70.416670 0.5393965 -3.2464170 1012.1350 57.170720 45 1.1030360 97
26/11/2016 1004A 2016 11 6 277.125000 2.5538880 0.5390604 1003.5550 67.596490 45 1.1578760 97
27/11/2016 1004A 2016 11 0 52.333330 0.1682272 1.4528570 1009.9450 43.073950 45 2.6500040 97
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2/12/2016 1004A 2016 12 5 114.041700 0.1871848 0.6591262 1012.5290 58.728000 45 1.3018570 85
5/12/2016 1004A 2016 12 1 55.117650 0.1293143 1.2367340 1010.0540 47.947520 45 2.3185660 85
6/12/2016 1004A 2016 12 2 85.142860 0.3657851 -0.9859636 1005.8640 54.375270 45 1.1415400 85
7/12/2016 1004A 2016 12 3 141.863600 0.5354055 1.4762600 1006.2350 59.709690 45 1.6040590 85
8/12/2016 1004A 2016 12 4 98.125000 0.1482719 2.2999270 1001.0710 52.228140 45 3.1941240 85
10/12/2016 1004A 2016 12 6 46.500000 0.2460530 -3.0545310 1011.9410 57.953330 45 0.9564749 85
12/12/2016 1004A 2016 12 1 217.578900 1.8424800 1.6329180 1006.7970 66.661620 45 1.6452570 85
14/12/2016 1004A 2016 12 3 27.041670 0.1542585 -3.3134960 1015.8640 37.725520 45 2.0134860 85
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18/12/2016 1004A 2016 12 0 243.958300 0.9075726 -1.8843080 1006.7190 73.779380 45 0.8001878 85
19/12/2016 1004A 2016 12 1 238.869600 0.7439388 -1.8872540 1007.8280 77.834300 45 0.9014116 85
22/12/2016 1004A 2016 12 4 101.235300 0.1991580 0.6871843 1006.4520 52.736080 45 3.0036330 85
23/12/2016 1004A 2016 12 5 30.739130 0.1273188 -2.6400950 1012.4420 44.933040 45 1.9556130 85
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29/12/2016 1004A 2016 12 4 70.454550 0.2460530 -5.3075250 1017.7610 46.600430 45 1.8735370 85
31/12/2016 1004A 2016 12 6 341.782600 1.0901640 -4.8444710 1009.7110 76.117960 45 0.8436413 85
2/01/2015 1005A 2015 1 5 53.260870 0.1941692 -2.6160770 1019.3450 30.777210 35 1.6986810 69
3/01/2015 1005A 2015 1 6 178.541700 0.8856217 -3.7595000 1007.8040 44.486350 35 0.8697258 69
4/01/2015 1005A 2015 1 0 243.333300 0.3039235 -1.1672890 1006.7140 43.269050 35 1.3390350 69
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22/01/2015 1005A 2015 1 4 122.166700 0.7169991 -2.8336200 1014.9210 50.310010 35 1.3654260 69
25/01/2015 1005A 2015 1 0 122.875000 2.2545580 -1.0830490 1015.1610 82.329250 35 1.2250910 69
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3/07/2015 1005A 2015 7 5 27.800000 0.5520484 25.1256600 998.4739 41.707530 35 2.2440800 126
5/07/2015 1005A 2015 7 0 65.375000 1.2983000 23.3186200 1000.3680 62.045010 35 1.8077850 126
6/07/2015 1005A 2015 7 1 67.666670 2.2146470 25.0197900 1000.8730 58.703210 35 1.8139430 126
7/07/2015 1005A 2015 7 2 70.083330 1.1605950 26.5345500 999.5877 56.138450 35 1.7194000 126
8/07/2015 1005A 2015 7 3 123.478300 2.2705220 27.2735600 1000.6860 58.807200 35 1.8831990 126
9/07/2015 1005A 2015 7 4 62.208330 1.4015470 27.7526000 1002.8850 51.778970 35 1.9725820 126
10/07/2015 1005A 2015 7 5 40.500000 1.7690560 27.7788600 1001.1400 54.183550 35 2.0020950 126
11/07/2015 1005A 2015 7 6 97.625000 2.8472320 28.6513600 997.9189 58.054530 35 1.3608510 126
12/07/2015 1005A 2015 7 0 95.666670 0.6744104 30.0744200 991.0094 54.943380 35 1.2802900 126
13/07/2015 1005A 2015 7 1 27.947370 0.4126801 31.4572400 988.6768 46.136420 35 1.5192980 126
23/07/2015 1005A 2015 7 4 34.761900 0.1492696 25.9167700 994.5384 75.154980 35 1.0508390 126
24/07/2015 1005A 2015 7 5 46.111110 0.7209901 26.2199300 992.3117 70.632830 35 1.4653380 126
25/07/2015 1005A 2015 7 6 89.250000 1.2354200 27.0692100 991.5820 71.320610 35 1.3446730 126
26/07/2015 1005A 2015 7 0 115.875000 1.0552420 29.1823300 993.8281 66.284070 35 1.2008240 126
27/07/2015 1005A 2015 7 1 57.217390 2.5150090 28.2417700 994.8676 75.299290 35 1.9040760 126
2/08/2015 1005A 2015 8 0 65.125000 1.0023600 26.0983900 993.3341 84.903270 35 1.0389220 122
4/08/2015 1005A 2015 8 2 16.894740 0.1243255 25.1266100 992.2978 65.294080 35 1.6857930 122
6/08/2015 1005A 2015 8 4 47.434780 2.5310360 25.3661700 997.1911 74.240870 35 1.2339810 122
7/08/2015 1005A 2015 8 5 86.250000 3.4478870 25.5269600 1002.5150 80.795950 35 1.4146790 122
9/08/2015 1005A 2015 8 0 54.083330 0.4515930 27.0489100 1001.3920 73.841920 35 1.1301280 122
10/08/2015 1005A 2015 8 1 40.750000 0.1303121 28.2739100 1000.3510 64.071520 35 1.2595090 122
11/08/2015 1005A 2015 8 2 92.086960 0.9065748 28.1873800 999.4152 66.746670 35 1.2700410 122
12/08/2015 1005A 2015 8 3 81.347830 0.7568096 28.4405600 997.3320 66.762670 35 1.8162820 122
13/08/2015 1005A 2015 8 4 114.565200 2.0488660 28.7588300 994.8180 65.402500 35 1.7367060 122
15/08/2015 1005A 2015 8 6 19.136360 0.1223299 26.6013500 995.9575 55.811170 35 1.4262070 122
16/08/2015 1005A 2015 8 0 35.833330 0.4184645 27.3058900 996.3557 57.945780 35 1.3934320 122
18/08/2015 1005A 2015 8 2 39.086960 0.9265301 25.1554800 1000.7630 70.646200 35 1.6138850 122
19/08/2015 1005A 2015 8 3 49.583330 0.8208115 24.0239300 1001.6970 74.111340 35 1.7869950 122
20/08/2015 1005A 2015 8 4 28.000000 0.1742138 24.9524400 998.9328 67.094870 35 1.5912380 122
21/08/2015 1005A 2015 8 5 13.111110 0.2681716 25.8964700 996.6303 53.464880 35 1.2769970 122
22/08/2015 1005A 2015 8 6 14.727270 0.1372964 25.8680000 996.1291 59.233500 35 1.6527280 122
24/08/2015 1005A 2015 8 1 10.166670 0.6361799 23.5780800 1001.8470 71.198890 35 1.2887370 122
25/08/2015 1005A 2015 8 2 12.181820 0.6281978 24.3383200 1001.0280 67.259910 35 1.2237640 122
26/08/2015 1005A 2015 8 3 7.571429 0.1891803 24.8707000 1000.2250 65.799990 35 1.2872470 122
28/08/2015 1005A 2015 8 5 12.090910 0.1752116 25.0081400 998.6293 63.022040 35 1.7753800 122
29/08/2015 1005A 2015 8 6 20.545450 0.9345123 24.3717900 999.6322 64.482320 35 1.7706520 122
2/09/2015 1005A 2015 9 3 5.521739 0.1522629 23.5862300 1003.9460 71.475950 35 1.3397520 117
3/09/2015 1005A 2015 9 4 13.142860 0.3438342 24.5815800 1004.7590 68.493650 35 1.2944830 117
6/09/2015 1005A 2015 9 0 12.375000 0.3458297 21.4366700 1003.7700 71.237860 35 1.0949170 117
7/09/2015 1005A 2015 9 1 22.173910 0.2510419 21.6982700 1004.0650 71.765570 35 1.2615600 117
12/09/2015 1005A 2015 9 6 6.500000 0.1263210 18.6529800 1007.7200 49.763030 35 2.7039050 117
13/09/2015 1005A 2015 9 0 16.043480 0.1562540 20.1024200 1007.0420 58.356330 35 1.4161340 117
15/09/2015 1005A 2015 9 2 107.142900 1.3366120 19.1934600 1010.1860 70.331800 35 1.1837950 117
16/09/2015 1005A 2015 9 3 141.312500 1.7213810 19.6596600 1008.8490 75.022750 35 1.2525970 117
17/09/2015 1005A 2015 9 4 155.782600 1.7955850 21.0127000 1007.7930 77.129620 35 1.2035950 117
18/09/2015 1005A 2015 9 5 91.083330 0.2699995 22.3018000 1007.2930 70.700290 35 1.2756980 117
19/09/2015 1005A 2015 9 6 19.750000 0.1133657 20.8711200 1007.7000 59.796900 35 1.2101640 117
20/09/2015 1005A 2015 9 0 62.571430 1.6399340 20.7110900 1003.8510 71.953410 35 1.3877050 117
21/09/2015 1005A 2015 9 1 90.625000 1.3056820 21.3838200 1002.0910 66.443770 35 1.3579440 117
24/09/2015 1005A 2015 9 4 110.478300 2.7753920 19.9532400 1000.1290 81.078190 35 1.4640270 117
25/09/2015 1005A 2015 9 5 23.904760 0.1273188 18.3858300 1001.8860 65.563530 35 1.6191440 117
26/09/2015 1005A 2015 9 6 32.166670 0.3411343 17.7428600 1004.1020 62.773730 35 1.3563850 117
27/09/2015 1005A 2015 9 0 53.391300 0.4281958 20.0972800 1004.9530 61.383410 35 1.1532320 117
1/10/2015 1005A 2015 10 4 14.736840 0.1124496 15.8646000 1003.3300 52.320830 35 3.3647450 116
2/10/2015 1005A 2015 10 5 25.681820 0.1382942 16.9765400 1001.9940 55.875970 35 1.8606990 116
3/10/2015 1005A 2015 10 6 25.500000 0.1489552 17.6321300 1010.1360 57.821860 35 1.5562580 116
4/10/2015 1005A 2015 10 0 114.318200 0.9985858 17.0307900 1012.8680 73.564670 35 1.0240270 116
5/10/2015 1005A 2015 10 1 226.458300 2.4122050 17.3400700 1009.1370 78.028870 35 1.1816370 116
7/10/2015 1005A 2015 10 3 254.727300 3.0118630 19.6122900 1005.0910 74.462390 35 1.5845570 116
8/10/2015 1005A 2015 10 4 6.000000 0.1336026 15.1770200 1009.9090 28.678230 35 3.0871710 116
10/10/2015 1005A 2015 10 6 4.833333 0.2789794 11.1998400 1007.1630 35.583320 35 3.6497170 116
11/10/2015 1005A 2015 10 0 8.000000 0.1472741 14.8740100 1008.1030 40.748580 35 2.7090440 116
12/10/2015 1005A 2015 10 1 13.650000 0.1295205 14.9607000 1011.6820 46.640210 35 1.3973880 116
13/10/2015 1005A 2015 10 2 33.333330 0.1770280 15.5519500 1010.8230 53.001760 35 0.9512456 116
15/10/2015 1005A 2015 10 4 124.708300 0.5033582 15.7760500 1007.7020 70.491610 35 1.0505030 116
16/10/2015 1005A 2015 10 5 238.750000 1.6429270 15.8647800 1008.3900 73.931160 35 1.0678680 116
17/10/2015 1005A 2015 10 6 335.727300 2.3004550 15.8645000 1007.7620 75.779620 35 0.9361716 116
18/10/2015 1005A 2015 10 0 73.913040 0.6930527 15.3997700 1014.3780 51.549180 35 2.3090640 116
19/10/2015 1005A 2015 10 1 60.125000 0.5344077 13.0763000 1007.2680 69.722070 35 1.1541800 116
23/10/2015 1005A 2015 10 5 55.045450 0.3928992 12.1568200 1009.0910 81.064380 35 1.2978960 116
24/10/2015 1005A 2015 10 6 60.636360 0.5034769 12.3994100 1014.7340 73.169830 35 1.4632890 116
27/10/2015 1005A 2015 10 2 14.500000 0.2115466 9.1550810 1007.0070 46.074400 35 1.9797470 116
28/10/2015 1005A 2015 10 3 7.869565 0.1223299 8.4930800 1013.0320 40.556340 35 2.1535160 116
29/10/2015 1005A 2015 10 4 7.000000 0.1512652 6.8918970 1017.2380 35.880060 35 2.6183900 116
30/10/2015 1005A 2015 10 5 20.956520 0.1632384 5.9419540 1021.2830 50.221300 35 1.3441730 116
31/10/2015 1005A 2015 10 6 46.666670 0.1666380 6.8080600 1021.5760 57.018000 35 1.0411040 116
1/11/2015 1005A 2015 11 0 77.812500 0.1482719 7.8420510 1014.5520 59.963340 35 1.2822670 74
2/11/2015 1005A 2015 11 1 92.454550 0.2240131 8.6323380 1011.9450 60.685770 35 1.0547770 74
3/11/2015 1005A 2015 11 2 171.478300 0.9055770 9.3474820 1012.9310 66.439650 35 1.2832360 74
4/11/2015 1005A 2015 11 3 203.238100 3.2054300 10.1649000 1013.3380 71.528120 35 0.9078848 74
8/11/2015 1005A 2015 11 0 54.333330 3.0118630 3.6088360 1015.5190 82.675880 35 1.0983480 74
26/11/2015 1005A 2015 11 4 28.421050 0.7549142 -7.8386170 1022.1590 46.301340 35 3.0354700 74
29/11/2015 1005A 2015 11 0 239.190500 0.7678852 -0.5353558 1016.6110 77.326900 35 1.1220480 74
30/11/2015 1005A 2015 11 1 428.095200 3.0118630 -2.4095970 1015.0510 83.735350 35 0.8760615 74
2/12/2015 1005A 2015 12 3 9.352941 0.2360754 0.5004676 1010.7230 45.569910 35 4.0860310 73
3/12/2015 1005A 2015 12 4 9.652174 0.3318610 -0.9543570 1013.9400 35.268840 35 4.5886310 73
4/12/2015 1005A 2015 12 5 25.086960 0.1323076 -0.5374953 1017.0490 44.627060 35 2.4108860 73
5/12/2015 1005A 2015 12 6 46.636360 0.1263210 -0.0406706 1019.3230 57.131440 35 1.5706550 73
6/12/2015 1005A 2015 12 0 158.869600 1.7207530 -0.4857055 1019.8850 69.848400 35 1.0227120 73
7/12/2015 1005A 2015 12 1 184.772700 3.0118630 0.6382607 1022.4040 76.482550 35 1.0117260 73
9/12/2015 1005A 2015 12 3 278.381000 3.0118630 1.8186780 1015.4410 88.755170 35 0.9835866 73
10/12/2015 1005A 2015 12 4 123.650000 0.1303121 2.4486480 1015.8780 64.253910 35 2.1231110 73
11/12/2015 1005A 2015 12 5 36.350000 0.2410642 -0.4112282 1019.0230 57.058140 35 1.0103800 73
13/12/2015 1005A 2015 12 0 196.666700 0.8955994 -0.3850796 1016.9600 74.771290 35 1.0450960 73
14/12/2015 1005A 2015 12 1 78.846150 0.1911759 0.9225170 1013.7050 80.278990 35 1.6009060 73
15/12/2015 1005A 2015 12 2 5.958333 0.1333054 -0.1040574 1016.2240 39.330510 35 3.8989420 73
16/12/2015 1005A 2015 12 3 7.173913 0.1283165 -2.2170680 1021.5480 32.908360 35 4.0943650 73
17/12/2015 1005A 2015 12 4 50.782610 0.2280932 -3.3791500 1022.8690 45.441650 35 1.7204310 73
18/12/2015 1005A 2015 12 5 72.500000 0.1662317 -1.5844190 1023.8490 52.616760 35 1.6466670 73
22/12/2015 1005A 2015 12 2 331.791700 3.0118630 -2.8969410 1017.8360 83.979330 35 1.1675950 73
23/12/2015 1005A 2015 12 3 256.416700 0.6581308 -1.5403630 1016.7930 77.294560 35 1.0822900 73
25/12/2015 1005A 2015 12 5 450.000000 2.2425850 -3.3200860 1009.4680 82.679800 35 1.4165190 73
28/12/2015 1005A 2015 12 1 105.416700 0.3268722 -4.4126930 1025.0940 62.821000 35 1.1307520 73
30/12/2015 1005A 2015 12 3 111.833300 0.1402897 -0.4637996 1020.5900 56.082910 35 2.5476120 73
31/12/2015 1005A 2015 12 4 59.833330 0.3538119 -3.1428160 1022.6040 62.461980 35 0.7744687 73
1/01/2016 1005A 2016 1 5 199.916700 0.8686596 -3.0069720 1014.0390 69.808760 35 0.6544928 84
2/01/2016 1005A 2016 1 6 299.541700 0.8985927 -1.5261590 1010.3650 70.815260 35 1.0176690 84
3/01/2016 1005A 2016 1 0 229.250000 1.3256370 -1.9812410 1012.5140 76.286150 35 1.4066680 84
5/01/2016 1005A 2016 1 2 30.916670 0.1702228 -5.0831830 1020.0970 34.854380 35 2.0414330 84
6/01/2016 1005A 2016 1 3 24.208330 0.1622406 -4.5614840 1020.8190 43.429800 35 2.5204050 84
7/01/2016 1005A 2016 1 4 10.291670 0.1293143 -4.7576670 1021.8100 36.509660 35 3.1711220 84
8/01/2016 1005A 2016 1 5 33.458330 0.1283165 -4.6813350 1018.0010 37.999420 35 2.3153700 84
9/01/2016 1005A 2016 1 6 78.083330 0.2849660 -4.7173790 1015.2130 48.127070 35 1.2554720 84
11/01/2016 1005A 2016 1 1 10.041670 0.1502674 -6.7123680 1025.9130 34.323030 35 3.2312760 84
12/01/2016 1005A 2016 1 2 13.272730 0.1382942 -7.4343700 1022.5510 32.699000 35 2.7827070 84
13/01/2016 1005A 2016 1 3 18.782610 0.1582496 -5.7086190 1014.6420 32.174360 35 2.0022250 84
14/01/2016 1005A 2016 1 4 65.333330 0.2759861 -3.9895000 1010.8180 38.074970 35 1.5928290 84
15/01/2016 1005A 2016 1 5 123.708300 0.3348543 -3.8160070 1008.0310 45.217180 35 1.1770300 84
17/01/2016 1005A 2016 1 0 37.666670 0.3578029 -7.3263330 1016.2850 51.784990 35 2.6681870 84
19/01/2016 1005A 2016 1 2 56.791670 0.4585774 -9.2499430 1020.7450 40.449210 35 1.4785860 84
20/01/2016 1005A 2016 1 3 139.791700 1.1081240 -6.9849830 1024.0850 49.093380 35 1.5551360 84
25/01/2016 1005A 2016 1 1 18.375000 0.2021513 -6.1747690 1021.1560 30.203350 35 2.4413940 84
26/01/2016 1005A 2016 1 2 29.250000 0.2011535 -5.3100130 1018.1730 31.499340 35 2.7346790 84
27/01/2016 1005A 2016 1 3 102.666700 0.5932760 -5.9989230 1017.6520 40.997690 35 1.0882840 84
28/01/2016 1005A 2016 1 4 150.500000 0.6890616 -3.9512410 1019.6230 41.698360 35 1.5498630 84
29/01/2016 1005A 2016 1 5 54.708330 1.5062330 -6.2016780 1024.6590 44.366310 35 1.5888640 84
31/01/2016 1005A 2016 1 0 14.958330 0.1522629 -6.2451590 1027.3970 33.446880 35 2.9419700 84
1/02/2016 1005A 2016 2 1 11.750000 0.1552563 -4.4420190 1026.0530 36.546490 35 2.1465480 71
2/02/2016 1005A 2016 2 2 25.291670 0.2420620 -4.1287320 1021.3860 37.070680 35 1.5076010 71
3/02/2016 1005A 2016 2 3 34.166670 0.2680039 -3.5617500 1018.3110 38.613150 35 1.3000780 71
6/02/2016 1005A 2016 2 6 27.791670 0.2171178 -1.6010070 1019.7570 32.233730 35 2.2941810 71
7/02/2016 1005A 2016 2 0 44.333330 0.2630151 -1.1144080 1010.7560 35.110250 35 2.0760530 71
8/02/2016 1005A 2016 2 1 187.166700 0.1482719 2.0987310 1005.4350 30.930550 35 2.4323870 71
9/02/2016 1005A 2016 2 2 43.208330 0.4495975 1.5330780 1011.4950 40.186660 35 1.5077840 71
10/02/2016 1005A 2016 2 3 106.541700 0.9734252 1.2534490 1008.0330 42.528890 35 1.2946390 71
12/02/2016 1005A 2016 2 5 152.583300 2.9529950 4.0784780 1006.4860 82.323250 35 1.1254740 71
14/02/2016 1005A 2016 2 0 7.583333 0.1343031 -5.1226490 1021.8630 30.200480 35 4.5704970 71
15/02/2016 1005A 2016 2 1 7.208333 0.1911759 -2.3218480 1016.7150 34.928960 35 3.6527900 71
16/02/2016 1005A 2016 2 2 7.000000 0.1592473 1.3980720 1013.2460 37.932330 35 3.2048180 71
17/02/2016 1005A 2016 2 3 42.666670 0.3268722 1.9655080 1012.6580 44.035830 35 1.8112970 71
18/02/2016 1005A 2016 2 4 15.666670 0.1991580 3.3425350 1010.6820 30.252390 35 2.9149710 71
19/02/2016 1005A 2016 2 5 14.333330 0.2490463 1.5894730 1018.3500 32.413090 35 3.0013130 71
20/02/2016 1005A 2016 2 6 12.434780 0.2430597 -1.4943080 1020.4370 27.093880 35 2.4921740 71
22/02/2016 1005A 2016 2 1 66.000000 0.4046980 0.2957164 1017.4740 47.833420 35 2.5681700 71
23/02/2016 1005A 2016 2 2 11.958330 0.1542585 -1.4428070 1027.9080 26.422490 35 3.0444350 71
24/02/2016 1005A 2016 2 3 25.416670 0.3288677 -1.6073940 1025.0260 33.310240 35 1.9781030 71
26/02/2016 1005A 2016 2 5 32.625000 0.3647873 0.9189192 1016.1240 35.244760 35 2.1605850 71
28/02/2016 1005A 2016 2 0 29.478260 0.3268722 0.1383801 1019.8700 45.956640 35 3.0521890 71
29/02/2016 1005A 2016 2 1 31.217390 0.3667829 -1.1333820 1023.1110 30.410620 35 1.8583890 71
1/03/2016 1005A 2016 3 2 115.458300 0.5094635 2.3379130 1013.9850 42.191350 35 1.4425480 71
2/03/2016 1005A 2016 3 3 175.625000 0.4056958 7.6918710 1006.6930 42.830030 35 1.3963950 71
5/03/2016 1005A 2016 3 6 58.791670 0.6431643 7.6001030 1010.1290 25.097740 35 3.1849430 71
7/03/2016 1005A 2016 3 1 34.521740 0.2410642 5.0731200 1011.5340 30.854470 35 3.1673130 71
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10/03/2016 1005A 2016 3 4 9.900000 0.2131267 1.3772920 1020.9990 20.031920 35 2.8724000 71
11/03/2016 1005A 2016 3 5 20.333330 0.2101334 1.3946820 1014.5800 27.197780 35 1.7735700 71
13/03/2016 1005A 2016 3 0 23.454550 0.2300888 5.2220120 1014.3680 29.886480 35 2.5849490 71
14/03/2016 1005A 2016 3 1 78.523810 0.3787561 6.5188950 1012.9580 34.160230 35 1.9179750 71
16/03/2016 1005A 2016 3 3 244.695700 1.5331720 8.6532040 1006.5010 56.673450 35 1.5906080 71
17/03/2016 1005A 2016 3 4 262.652200 2.1288390 10.4621100 1002.4180 56.734440 35 1.2144840 71
18/03/2016 1005A 2016 3 5 190.347800 0.7808562 12.2501500 1002.4190 46.460950 35 1.8026470 71
20/03/2016 1005A 2016 3 0 62.227270 0.4076913 10.2148500 1015.7660 40.834980 35 1.0921290 71
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23/03/2016 1005A 2016 3 3 24.047620 0.2460530 8.9795290 1021.3670 26.577640 35 3.3978720 71
24/03/2016 1005A 2016 3 4 11.958330 0.2360754 7.8291630 1022.2050 23.630350 35 1.9754140 71
25/03/2016 1005A 2016 3 5 21.333330 0.2670062 8.1285830 1018.7900 28.015800 35 2.0227950 71
26/03/2016 1005A 2016 3 6 12.208330 0.2370731 10.9351900 1015.0950 24.396700 35 2.4181380 71
27/03/2016 1005A 2016 3 0 15.208330 0.2270955 13.1712700 1009.5350 20.659980 35 1.9639960 71
29/03/2016 1005A 2016 3 2 18.416670 0.4356288 15.3326800 1006.5520 23.859170 35 2.5023300 71
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1/04/2016 1005A 2016 4 5 37.166670 0.2380709 16.9945600 998.7282 40.173370 35 3.2473710 106
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5/04/2016 1005A 2016 4 2 134.478300 1.2258600 14.8012700 1002.4810 46.869390 35 2.4064310 106
7/04/2016 1005A 2016 4 4 95.458330 0.2630151 16.8264900 1001.7140 39.511610 35 2.3168100 106
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10/04/2016 1005A 2016 4 0 47.541670 0.4905060 12.7019600 1007.2460 25.882360 35 2.2599770 106
11/04/2016 1005A 2016 4 1 37.375000 0.9434922 10.1743900 1008.1170 35.543170 35 2.5664920 106
13/04/2016 1005A 2016 4 3 140.250000 0.8975949 16.0218200 994.9625 55.366880 35 2.1738210 106
14/04/2016 1005A 2016 4 4 29.916670 0.3248358 17.0361800 1004.6230 24.945440 35 2.9817800 106
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24/04/2016 1005A 2016 4 0 104.916700 0.9013059 16.8505500 1001.2410 39.029900 35 1.8886560 106
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6/03/2015 1006A 2015 3 5 197.958300 1.2837310 2.3326420 998.4997 39.687390 55 1.8918880 68
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11/03/2015 1006A 2015 3 3 36.238100 0.2221066 3.2820270 1002.7840 21.395060 55 2.1195500 68
12/03/2015 1006A 2015 3 4 64.428570 0.3707739 4.3539140 996.2515 26.380080 55 1.8006500 68
13/03/2015 1006A 2015 3 5 70.583330 0.3188900 4.3212590 1001.1090 31.262760 55 1.9894590 68
14/03/2015 1006A 2015 3 6 99.000000 1.1210950 4.5406220 1000.0240 43.000020 55 1.9426120 68
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17/03/2015 1006A 2015 3 2 189.791700 1.1320700 10.0022200 998.7277 46.721450 55 2.2845340 68
20/03/2015 1006A 2015 3 5 43.708330 0.6830750 11.8616700 997.6168 21.326610 55 1.9649470 68
21/03/2015 1006A 2015 3 6 18.130430 0.2021513 13.1662400 998.2190 11.013910 55 3.1717380 68
22/03/2015 1006A 2015 3 0 19.791670 0.2510419 8.5482970 1006.9960 17.020230 55 2.9898820 68
23/03/2015 1006A 2015 3 1 37.166670 0.2660084 8.0721680 1008.7200 24.052040 55 1.7417280 68
24/03/2015 1006A 2015 3 2 74.913040 0.3877360 8.4539770 1010.3850 30.411460 55 2.4171980 68
25/03/2015 1006A 2015 3 3 121.875000 1.0881680 9.7905360 1009.8390 43.529930 55 1.9139390 68
26/03/2015 1006A 2015 3 4 99.625000 0.8985927 12.4186400 1008.4200 38.659340 55 2.3253700 68
27/03/2015 1006A 2015 3 5 92.210530 1.3775210 12.9098600 1000.6860 39.331020 55 2.2912860 68
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3/04/2015 1006A 2015 4 5 30.250000 0.5623452 10.6389400 991.4721 55.946290 55 2.5625820 105
4/04/2015 1006A 2015 4 6 61.500000 1.3685410 10.8452400 992.2964 58.631570 55 1.6257060 105
7/04/2015 1006A 2015 4 2 25.041670 0.2660084 6.7333960 1010.5510 30.786300 55 2.1110530 105
8/04/2015 1006A 2015 4 3 95.818180 1.0881680 7.5617740 1003.8970 47.136440 55 2.2134890 105
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24/04/2015 1006A 2015 4 5 53.857140 0.3412649 17.7647600 1000.8820 30.779020 55 1.9592220 105
25/04/2015 1006A 2015 4 6 77.545450 0.5609197 20.9206300 995.1705 33.888840 55 2.0063240 105
26/04/2015 1006A 2015 4 0 107.500000 0.7928294 22.8577600 990.4167 41.595350 55 2.5009250 105
29/04/2015 1006A 2015 4 3 114.904800 1.4074700 20.1502500 993.1852 64.756400 55 1.9157330 105
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20/05/2015 1006A 2015 5 3 14.600000 0.5686044 21.7487300 995.5868 29.133320 55 2.8083440 115
22/05/2015 1006A 2015 5 5 49.769230 0.7473525 21.5363700 989.8485 42.924240 55 1.7365090 115
23/05/2015 1006A 2015 5 6 91.000000 0.8028070 23.3322000 988.6169 47.816580 55 1.7379190 115
24/05/2015 1006A 2015 5 0 114.173900 0.9441511 24.5839300 987.2085 47.216710 55 1.9293450 115
25/05/2015 1006A 2015 5 1 95.318180 1.0684350 25.8259600 986.2871 44.826380 55 2.1273030 115
26/05/2015 1006A 2015 5 2 86.150000 1.0396570 26.8904500 986.3678 44.288520 55 2.4812750 115
27/05/2015 1006A 2015 5 3 91.050000 1.3544550 25.1038200 985.4032 50.493430 55 1.9724530 115
30/05/2015 1006A 2015 5 6 61.272730 0.7612891 23.1938100 987.7530 48.850160 55 2.0197800 115
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5/06/2015 1006A 2015 6 5 47.166670 0.6467331 22.3707600 979.1223 61.586480 55 1.7767460 122
6/06/2015 1006A 2015 6 6 28.000000 0.6651152 22.9782700 982.3697 55.945480 55 2.4537760 122
8/06/2015 1006A 2015 6 1 20.400000 0.3069141 21.4071800 985.5352 53.834690 55 1.6694010 122
9/06/2015 1006A 2015 6 2 53.400000 1.6049660 23.4221300 982.1031 53.687310 55 2.2620750 122
13/06/2015 1006A 2015 6 6 13.272730 0.3588007 22.1640800 984.8686 61.644090 55 2.1769320 122
14/06/2015 1006A 2015 6 0 21.478260 0.4166712 24.2166700 988.8935 56.249380 55 1.7463450 122
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18/06/2015 1006A 2015 6 4 23.833330 0.3211492 25.7409000 987.0278 38.214590 55 2.2414600 122
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22/06/2015 1006A 2015 6 1 91.608700 1.6199780 25.0932200 986.2878 54.392710 55 1.7958440 122
30/06/2015 1006A 2015 6 2 17.619050 0.1382942 21.3787900 983.8794 64.914710 55 2.1575730 122
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2/07/2015 1006A 2015 7 4 10.937500 0.4732462 24.9507800 983.2498 42.569580 55 2.0419280 117
3/07/2015 1006A 2015 7 5 28.850000 0.6172499 24.6502100 988.4292 41.681990 55 2.2788610 117
5/07/2015 1006A 2015 7 0 67.375000 1.4128170 22.7709400 990.2889 62.892000 55 1.9086870 117
6/07/2015 1006A 2015 7 1 70.583330 2.3194130 24.4640700 990.8000 59.552800 55 1.8713250 117
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23/07/2015 1006A 2015 7 4 46.857140 0.9474719 25.3571100 984.6458 75.439090 55 1.1200440 117
24/07/2015 1006A 2015 7 5 53.111110 0.7089851 25.6577200 982.4555 70.696320 55 1.5253230 117
25/07/2015 1006A 2015 7 6 95.208330 0.9846175 26.5129700 981.7341 71.528630 55 1.4182730 117
26/07/2015 1006A 2015 7 0 113.125000 0.5743184 28.5173800 983.9889 66.905050 55 1.2662340 117
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4/08/2015 1006A 2015 8 2 20.958330 0.2719496 24.4935700 982.4650 66.058260 55 1.7648170 126
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12/08/2015 1006A 2015 8 3 86.652170 0.6636231 27.8702500 987.3933 66.931220 55 1.8463630 126
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15/08/2015 1006A 2015 8 6 29.565220 0.3485522 26.0394000 986.0458 56.233630 55 1.4280610 126
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21/08/2015 1006A 2015 8 5 17.565220 0.2847593 25.3337200 986.7150 53.764370 55 1.3547360 126
22/08/2015 1006A 2015 8 6 22.150000 0.1522629 25.2909700 986.2231 59.444240 55 1.6733590 126
23/08/2015 1006A 2015 8 0 29.826090 0.5992626 22.5164400 989.7895 74.931370 55 1.4264080 126
25/08/2015 1006A 2015 8 2 17.727270 0.7140058 23.7075100 991.0082 68.061850 55 1.2504680 126
26/08/2015 1006A 2015 8 3 15.714290 0.1712205 24.2637500 990.2113 66.561020 55 1.2970170 126
27/08/2015 1006A 2015 8 4 15.526320 0.4495975 24.3189800 990.2201 65.158380 55 1.2504070 126
28/08/2015 1006A 2015 8 5 19.181820 0.4132201 24.3880300 988.6203 63.712680 55 1.7610180 126
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25/09/2015 1006A 2015 9 5 26.954550 0.1323076 17.9102700 991.7413 65.583490 55 1.6568270 121
26/09/2015 1006A 2015 9 6 33.541670 0.3629813 17.2332400 993.8856 63.044290 55 1.3777420 121
27/09/2015 1006A 2015 9 0 57.739130 0.4430429 19.6317700 994.7344 61.394420 55 1.2271010 121
1/10/2015 1006A 2015 10 4 15.142860 0.1238377 15.3709800 993.1289 52.603610 55 3.4901530 119
2/10/2015 1006A 2015 10 5 26.909090 0.2594552 16.5886800 991.7831 55.353280 55 1.9617390 119
3/10/2015 1006A 2015 10 6 27.666670 0.1708022 17.1960800 999.8474 57.946610 55 1.5831790 119
5/10/2015 1006A 2015 10 1 210.708300 2.7714010 16.9709900 998.8659 77.582790 55 1.2112380 119
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17/10/2015 1006A 2015 10 6 303.545500 2.3114310 15.4080900 997.4708 75.191210 55 1.0169540 119
19/10/2015 1006A 2015 10 1 53.583330 0.6262023 12.6415900 996.9153 70.320390 55 1.2200590 119
23/10/2015 1006A 2015 10 5 54.272730 0.3807516 11.6911100 998.5912 81.411040 55 1.3529560 119
27/10/2015 1006A 2015 10 2 16.863640 0.2362891 8.7958110 996.5237 45.792380 55 2.1255030 119
28/10/2015 1006A 2015 10 3 8.260870 0.1752116 8.0840550 1002.5210 40.560040 55 2.2427840 119
29/10/2015 1006A 2015 10 4 6.909091 0.1263210 6.4605080 1006.7060 36.556660 55 2.6996290 119
30/10/2015 1006A 2015 10 5 21.565220 0.1871848 5.5463990 1010.6450 50.304990 55 1.4659160 119
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26/11/2015 1006A 2015 11 4 33.684210 0.8107892 -8.4142830 1011.1980 47.115210 55 3.0957690 79
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3/12/2015 1006A 2015 12 4 9.652174 0.3687784 -1.5529710 1003.2760 35.866990 55 4.7150330 83
4/12/2015 1006A 2015 12 5 30.304350 0.1283165 -1.0475200 1006.3100 44.929700 55 2.5411470 83
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12/12/2015 1006A 2015 12 6 116.318200 1.0692110 -0.6976541 1005.3830 70.053150 55 1.0030720 83
13/12/2015 1006A 2015 12 0 173.333300 0.9424944 -0.7026169 1006.0400 75.062180 55 1.0430420 83
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17/12/2015 1006A 2015 12 4 59.956520 0.2620173 -3.8525380 1011.8140 45.656160 55 1.8347680 83
18/12/2015 1006A 2015 12 5 59.913040 0.1602451 -2.0224120 1012.8230 52.255870 55 1.6825620 83
22/12/2015 1006A 2015 12 2 310.708300 2.7404710 -3.1816830 1006.9200 83.479480 55 1.2181460 83
23/12/2015 1006A 2015 12 3 292.833300 0.7968204 -1.7692010 1005.9480 76.943360 55 1.1219260 83
24/12/2015 1006A 2015 12 4 118.833300 1.1520250 -1.5209450 1006.5080 68.192140 55 1.4236250 83
25/12/2015 1006A 2015 12 5 450.000000 2.4002320 -3.5435880 998.5541 80.747190 55 1.5784630 83
28/12/2015 1006A 2015 12 1 112.500000 0.2759861 -4.7200930 1014.0530 62.482330 55 1.1807100 83
30/12/2015 1006A 2015 12 3 68.173910 0.1163433 -0.7359198 1009.7040 54.918950 55 2.6625780 83
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2/01/2016 1006A 2016 1 6 260.166700 0.9424944 -1.6883770 999.6406 69.973040 55 1.0787390 78
3/01/2016 1006A 2016 1 0 252.875000 1.1350630 -2.0604000 1001.7360 75.342810 55 1.5100900 78
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7/01/2016 1006A 2016 1 4 11.458330 0.1382942 -5.3090390 1010.9340 37.441330 55 3.2062470 78
8/01/2016 1006A 2016 1 5 36.000000 0.1133500 -5.1525720 1007.0810 38.703840 55 2.3810240 78
9/01/2016 1006A 2016 1 6 78.333330 0.2540352 -5.0233490 1004.3040 48.097810 55 1.3006580 78
11/01/2016 1006A 2016 1 1 11.791670 0.1502674 -7.2301860 1014.9620 34.996760 55 3.3116040 78
12/01/2016 1006A 2016 1 2 13.916670 0.1372964 -8.0197720 1011.5980 33.880390 55 2.7895410 78
13/01/2016 1006A 2016 1 3 24.000000 0.1233277 -6.1498890 1003.6480 32.427400 55 2.0904960 78
14/01/2016 1006A 2016 1 4 84.333330 0.4096868 -4.2636560 999.8619 37.013800 55 1.7464770 78
15/01/2016 1006A 2016 1 5 87.833330 0.2400664 -4.1988730 997.1144 44.317720 55 1.1885700 78
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2/12/2016 1006A 2016 12 5 106.125000 0.1871848 0.3922815 1009.2340 58.660450 55 1.2782750 80
5/12/2016 1006A 2016 12 1 59.705880 0.1293143 1.0121690 1006.7920 47.556920 55 2.3463660 80
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7/12/2016 1006A 2016 12 3 135.363600 0.5354055 1.5021150 1002.9280 58.155460 55 1.6597050 80
8/12/2016 1006A 2016 12 4 98.375000 0.1482719 2.0934520 997.8752 51.469220 55 3.2194940 80
10/12/2016 1006A 2016 12 6 48.333330 0.2460530 -3.2878580 1008.5480 57.465780 55 0.9460364 80
12/12/2016 1006A 2016 12 1 215.157900 1.8424800 1.4243940 1003.4970 65.970270 55 1.6707520 80
14/12/2016 1006A 2016 12 3 27.863640 0.1542585 -3.5030030 1012.4690 37.704400 55 2.0162620 80
15/12/2016 1006A 2016 12 4 27.833330 0.1552563 -2.3775440 1011.9190 43.899410 55 2.6351820 80
16/12/2016 1006A 2016 12 5 143.875000 0.6750929 -1.8379350 1006.1970 52.943790 55 1.4603520 80
18/12/2016 1006A 2016 12 0 238.333300 0.9075726 -2.0189480 1003.4290 72.312960 55 0.7758320 80
19/12/2016 1006A 2016 12 1 265.478300 0.7439388 -1.9002410 1004.5450 75.860200 55 0.8962467 80
22/12/2016 1006A 2016 12 4 83.764710 0.1991580 0.4664914 1003.2410 51.781410 55 3.0566080 80
23/12/2016 1006A 2016 12 5 35.043480 0.1273188 -2.8623070 1009.0440 45.691460 55 1.9133360 80
24/12/2016 1006A 2016 12 6 124.625000 1.8933660 -3.3248540 1009.1820 62.018880 55 1.2546180 80
27/12/2016 1006A 2016 12 2 38.541670 0.1572518 -4.2409060 1013.3830 50.989150 55 1.8224230 80
29/12/2016 1006A 2016 12 4 66.863640 0.2460530 -5.5614620 1014.3400 46.290050 55 1.8576670 80
31/12/2016 1006A 2016 12 6 332.217400 1.0901640 -4.8676760 1006.3130 73.759220 55 0.8360188 80
2/01/2015 1007A 2015 1 5 55.434780 0.1792027 -2.9111020 1008.4470 30.469700 57 1.7618660 70
3/01/2015 1007A 2015 1 6 121.347800 0.8377289 -3.9570670 997.0419 43.095650 57 0.9162939 70
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11/01/2015 1007A 2015 1 0 43.608700 0.2550329 0.4399674 1011.4090 35.481580 57 2.0022030 70
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16/01/2015 1007A 2015 1 5 101.636400 0.2450553 -2.5104480 1008.4540 48.401630 57 3.9607770 70
18/01/2015 1007A 2015 1 0 63.550000 0.3498208 -0.4664482 999.9250 42.189190 57 2.7636860 70
19/01/2015 1007A 2015 1 1 37.608700 0.3109079 -1.1706570 1004.4290 38.128650 57 1.6561540 70
20/01/2015 1007A 2015 1 2 91.166670 0.7698807 -2.6350250 1001.6670 57.528970 57 1.6927670 70
21/01/2015 1007A 2015 1 3 14.565220 0.1732161 -0.9735512 1007.2670 40.198140 57 2.7235520 70
22/01/2015 1007A 2015 1 4 97.500000 0.3308632 -3.2982340 1004.0310 49.836380 57 1.3722990 70
25/01/2015 1007A 2015 1 0 121.125000 2.2226290 -1.4240770 1004.3370 82.547150 57 1.2518830 70
27/01/2015 1007A 2015 1 2 15.458330 0.1492696 -6.0725930 1015.6720 30.114420 57 2.9210790 70
28/01/2015 1007A 2015 1 3 32.956520 0.4386221 -4.3556010 1012.9220 32.970030 57 1.4187680 70
29/01/2015 1007A 2015 1 4 56.714290 0.2041468 -2.5964240 1008.7670 41.782520 57 2.4312900 70
30/01/2015 1007A 2015 1 5 12.173910 0.1921736 -4.5377630 1014.8040 28.917300 57 2.6542240 70
31/01/2015 1007A 2015 1 6 35.083330 0.2031491 -5.2816980 1017.2700 29.249870 57 1.5523580 70
3/02/2015 1007A 2015 2 2 109.130400 0.8806329 -0.2313173 1011.0950 50.764230 57 2.0700000 69
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22/02/2015 1007A 2015 2 0 38.391300 0.2949436 -2.8273740 1002.7590 28.366980 57 3.9238340 69
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5/03/2015 1007A 2015 3 4 101.041700 0.7888383 0.1157493 1005.1470 26.879550 57 2.0372580 68
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14/03/2015 1007A 2015 3 6 101.791700 1.0811840 4.5731900 999.9913 42.206330 57 1.9196160 68
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20/03/2015 1007A 2015 3 5 43.291670 0.6621219 11.7713000 997.7482 20.906220 57 1.9791860 68
21/03/2015 1007A 2015 3 6 16.695650 0.2280932 13.0955100 998.3615 11.001440 57 3.1613570 68
22/03/2015 1007A 2015 3 0 20.916670 0.2330821 8.5642710 1007.0490 16.631150 57 2.9591560 68
23/03/2015 1007A 2015 3 1 36.750000 0.2749883 8.1189810 1008.7690 23.303190 57 1.7535330 68
24/03/2015 1007A 2015 3 2 75.347830 0.3817494 8.4985290 1010.4020 29.617790 57 2.3462770 68
25/03/2015 1007A 2015 3 3 122.541700 1.1659940 9.8271020 1009.8400 42.812720 57 1.8920130 68
26/03/2015 1007A 2015 3 4 100.291700 0.8187713 12.4026200 1008.4430 38.844500 57 2.2737440 68
27/03/2015 1007A 2015 3 5 95.500000 1.2777440 12.9228700 1000.7230 39.334760 57 2.2357880 68
28/03/2015 1007A 2015 3 6 55.714290 0.9734252 16.1488800 993.7264 36.540150 57 3.1519470 68
2/04/2015 1007A 2015 4 4 31.750000 0.2380709 7.0204070 983.4262 77.194760 57 2.2385020 105
3/04/2015 1007A 2015 4 5 28.791670 0.4485997 10.7054300 991.4750 55.312330 57 2.5636430 105
6/04/2015 1007A 2015 4 1 20.875000 0.4705506 6.2013400 1009.3730 25.769400 57 3.5470130 105
7/04/2015 1007A 2015 4 2 25.958330 0.2041468 6.7472950 1010.5620 30.083570 57 2.1034930 105
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9/04/2015 1007A 2015 4 4 167.347800 1.5241930 10.4812700 999.8694 56.403690 57 1.8420170 105
13/04/2015 1007A 2015 4 1 27.428570 0.7560317 10.0662700 1004.9880 45.126840 57 2.6828420 105
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17/04/2015 1007A 2015 4 5 105.615400 0.2889570 15.9331100 989.1858 29.241080 57 2.1558620 105
20/04/2015 1007A 2015 4 1 86.909090 0.4547630 14.2834700 994.9311 41.213520 57 1.9193420 105
22/04/2015 1007A 2015 4 3 48.500000 0.4261380 17.1198700 997.2979 33.300900 57 2.2377210 105
23/04/2015 1007A 2015 4 4 55.500000 0.3985391 19.7192700 995.1104 33.260630 57 2.4614540 105
24/04/2015 1007A 2015 4 5 63.571430 0.3324645 17.8159000 1000.9520 29.998380 57 1.9514570 105
25/04/2015 1007A 2015 4 6 81.772730 0.5519663 20.9479000 995.2840 33.070790 57 1.9658570 105
26/04/2015 1007A 2015 4 0 102.454500 0.6751045 22.8894200 990.5084 40.449040 57 2.4105340 105
29/04/2015 1007A 2015 4 3 112.666700 1.3882820 20.3080600 993.2225 64.165620 57 1.9003910 105
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22/05/2015 1007A 2015 5 5 46.214290 0.7804346 21.6199800 989.9103 42.536200 57 1.7140310 115
23/05/2015 1007A 2015 5 6 106.130400 0.7628963 23.3912400 988.6918 47.351620 57 1.7322580 115
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25/05/2015 1007A 2015 5 1 113.173900 0.9384458 25.8679300 986.3649 44.735220 57 2.0864360 115
26/05/2015 1007A 2015 5 2 90.400000 1.0819140 26.9942900 986.4327 44.186580 57 2.4288710 115
27/05/2015 1007A 2015 5 3 95.050000 1.1640300 25.1686100 985.4533 50.185450 57 1.9756510 115
29/05/2015 1007A 2015 5 5 66.043480 0.6760906 23.8814000 986.3378 55.389760 57 1.7568010 115
30/05/2015 1007A 2015 5 6 55.909090 0.7512537 23.2469700 987.8147 47.345580 57 2.0266730 115
31/05/2015 1007A 2015 5 0 54.142860 0.7657182 25.9667200 981.8392 47.893260 57 2.2765280 115
2/06/2015 1007A 2015 6 2 37.095240 0.2811361 26.0172600 989.0040 28.675760 57 3.3218060 122
3/06/2015 1007A 2015 6 3 39.086960 0.3039235 24.0255400 993.5375 33.321210 57 1.6122270 122
5/06/2015 1007A 2015 6 5 37.333330 0.6130409 22.3812400 979.2381 61.417360 57 1.7408990 122
6/06/2015 1007A 2015 6 6 32.600000 0.7698807 22.9433000 982.5383 55.810510 57 2.3972560 122
8/06/2015 1007A 2015 6 1 23.000000 0.1382942 21.3497200 985.6274 53.982660 57 1.6445340 122
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22/06/2015 1007A 2015 6 1 89.521740 1.3715340 25.1216500 986.3556 54.044330 57 1.7673810 122
30/06/2015 1007A 2015 6 2 16.190480 0.3770466 21.4696200 983.9427 64.778230 57 2.1358990 122
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23/07/2015 1007A 2015 7 4 38.052630 0.5802294 25.3906700 984.7253 75.036930 57 1.1025270 117
24/07/2015 1007A 2015 7 5 44.277780 0.5586082 25.7029600 982.5471 70.210300 57 1.4931800 117
25/07/2015 1007A 2015 7 6 84.666670 1.1473490 26.5587700 981.8125 71.271190 57 1.3845210 117
29/07/2015 1007A 2015 7 3 73.666670 1.7187570 27.0988400 982.2195 77.698080 57 1.5090490 117
2/08/2015 1007A 2015 8 0 84.041670 1.0103430 25.6312400 983.5555 84.749740 57 1.0863990 126
4/08/2015 1007A 2015 8 2 20.347830 0.1233277 24.5001900 982.5920 65.924970 57 1.7777940 126
6/08/2015 1007A 2015 8 4 52.347830 1.7398400 24.7815400 987.3665 74.679300 57 1.2059500 126
7/08/2015 1007A 2015 8 5 98.291670 3.4229430 24.9043200 992.6351 81.266680 57 1.4049700 126
8/08/2015 1007A 2015 8 6 38.782610 0.4266489 24.0259800 993.6340 77.833330 57 1.4092930 126
9/08/2015 1007A 2015 8 0 55.166670 0.6331866 26.4635700 991.6136 73.757940 57 1.1728420 126
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13/08/2015 1007A 2015 8 4 120.956500 1.3837950 28.2516900 984.9636 65.505430 57 1.6904820 126
15/08/2015 1007A 2015 8 6 26.478260 0.1233277 26.0332800 986.2025 55.665700 57 1.4239540 126
16/08/2015 1007A 2015 8 0 38.695650 0.3470056 26.7942600 986.5084 57.155650 57 1.3810340 126
19/08/2015 1007A 2015 8 3 51.260870 0.6262023 23.5570400 991.7022 74.018530 57 1.7862730 126
20/08/2015 1007A 2015 8 4 35.304350 0.1752116 24.4186400 989.0679 66.684770 57 1.6191310 126
21/08/2015 1007A 2015 8 5 14.727270 0.1746156 25.2905900 986.8460 53.746660 57 1.3346190 126
22/08/2015 1007A 2015 8 6 18.272730 0.1762094 25.2834400 986.3439 59.417000 57 1.6304430 126
23/08/2015 1007A 2015 8 0 28.086960 0.5094635 22.5436900 989.8666 74.808100 57 1.4012980 126
26/08/2015 1007A 2015 8 3 13.190480 0.1851893 24.2467600 990.3379 66.594080 57 1.2727120 126
28/08/2015 1007A 2015 8 5 17.272730 0.3481846 24.3829300 988.7353 63.623910 57 1.7317040 126
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6/09/2015 1007A 2015 9 0 16.956520 0.2799771 20.8253800 993.7889 72.329020 57 1.0962910 121
7/09/2015 1007A 2015 9 1 23.869570 0.4337760 21.1818400 994.0397 72.307320 57 1.2762350 121
12/09/2015 1007A 2015 9 6 8.565217 0.1283165 18.0636700 997.6990 50.024840 57 2.7495050 121
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18/09/2015 1007A 2015 9 5 81.083330 0.1742138 21.7972800 997.2895 70.493120 57 1.3172420 121
19/09/2015 1007A 2015 9 6 21.583330 0.1956044 20.2930800 997.6282 59.933010 57 1.2441330 121
20/09/2015 1007A 2015 9 0 69.142860 2.0550050 20.2156200 993.7033 72.404840 57 1.3848530 121
21/09/2015 1007A 2015 9 1 106.500000 1.2408270 20.8996800 991.9410 67.506110 57 1.3967060 121
24/09/2015 1007A 2015 9 4 97.956520 2.8821530 19.4142200 990.0343 80.817900 57 1.4063110 121
25/09/2015 1007A 2015 9 5 20.142860 0.2117705 17.8820200 991.8526 64.990830 57 1.6478450 121
26/09/2015 1007A 2015 9 6 37.958330 0.3411343 17.1826500 993.9683 62.723710 57 1.3531000 121
27/09/2015 1007A 2015 9 0 50.695650 0.4436772 19.6142900 994.8618 61.171270 57 1.2081210 121
1/10/2015 1007A 2015 10 4 11.650000 0.1120019 15.3569900 993.3251 52.182610 57 3.5008720 119
2/10/2015 1007A 2015 10 5 23.545450 0.1283165 16.5933700 991.9167 55.138740 57 1.9544680 119
3/10/2015 1007A 2015 10 6 26.833330 0.1489552 17.1852900 999.9314 57.688810 57 1.5616300 119
4/10/2015 1007A 2015 10 0 97.636360 1.0909740 16.5498000 1002.6070 73.573210 57 0.9976606 119
5/10/2015 1007A 2015 10 1 195.913000 2.2126520 16.9617400 998.9451 77.216500 57 1.1828090 119
7/10/2015 1007A 2015 10 3 276.045500 2.6606490 19.1643900 994.9761 73.168190 57 1.6464660 119
8/10/2015 1007A 2015 10 4 8.347826 0.1336026 14.5805500 999.7623 28.880180 57 3.1705560 119
9/10/2015 1007A 2015 10 5 12.217390 0.1462763 12.8856800 991.9833 36.628360 57 3.5465110 119
11/10/2015 1007A 2015 10 0 6.166667 0.2286417 14.4943600 998.0380 39.562990 57 2.8555330 119
12/10/2015 1007A 2015 10 1 15.523810 0.1295205 14.4979800 1001.5170 46.127710 57 1.4493320 119
13/10/2015 1007A 2015 10 2 29.611110 0.1851212 14.9784800 1000.6520 52.877790 57 0.9793860 119
15/10/2015 1007A 2015 10 4 103.333300 0.4555841 15.3021300 997.5636 69.746890 57 1.0754940 119
16/10/2015 1007A 2015 10 5 180.750000 1.6918170 15.4003800 998.1577 72.981380 57 1.0677050 119
17/10/2015 1007A 2015 10 6 291.954500 2.5189660 15.4189500 997.5914 74.912930 57 1.0007400 119
19/10/2015 1007A 2015 10 1 35.846150 0.5344077 12.7009900 996.9305 70.115390 57 1.2056500 119
23/10/2015 1007A 2015 10 5 49.227270 0.3554869 11.7739500 998.6974 80.842120 57 1.3253420 119
27/10/2015 1007A 2015 10 2 11.318180 0.2139589 8.7907200 996.6115 45.188480 57 2.1577170 119
28/10/2015 1007A 2015 10 3 6.695652 0.1223299 8.0004440 1002.6020 40.478430 57 2.2599070 119
29/10/2015 1007A 2015 10 4 7.863636 0.1742138 6.3942280 1006.7820 36.261820 57 2.7356730 119
30/10/2015 1007A 2015 10 5 20.565220 0.1323076 5.5778190 1010.7000 50.027400 57 1.4567950 119
31/10/2015 1007A 2015 10 6 44.083330 0.2031324 6.4288260 1010.9910 56.120310 57 1.1178080 119
1/11/2015 1007A 2015 11 0 64.937500 0.1875336 7.4500650 1004.0910 58.901850 57 1.3237570 79
2/11/2015 1007A 2015 11 1 84.727270 0.2320843 8.1809250 1001.5420 59.583220 57 1.0856070 79
3/11/2015 1007A 2015 11 2 136.565200 1.2518020 8.9493320 1002.3240 65.620880 57 1.3331430 79
4/11/2015 1007A 2015 11 3 210.285700 3.2054300 9.8165530 1002.8290 71.394240 57 0.9620259 79
29/11/2015 1007A 2015 11 0 276.809500 0.7678852 -0.9345190 1005.8990 77.079770 57 1.1402880 79
30/11/2015 1007A 2015 11 1 329.190500 3.0118630 -2.7887890 1004.2150 82.956930 57 0.9305404 79
2/12/2015 1007A 2015 12 3 6.294118 0.1921736 -0.0925444 1000.1480 45.263760 57 4.2822550 83
3/12/2015 1007A 2015 12 4 7.956522 0.3478253 -1.6517060 1003.4200 36.385340 57 4.7481390 83
4/12/2015 1007A 2015 12 5 28.000000 0.1323076 -1.1041680 1006.4390 45.276360 57 2.5760140 83
5/12/2015 1007A 2015 12 6 64.347830 0.1323076 -0.5173213 1008.5610 57.304140 57 1.6593930 83
6/12/2015 1007A 2015 12 0 114.869600 1.7207530 -0.9781319 1008.9940 69.861900 57 1.0050370 83
7/12/2015 1007A 2015 12 1 191.863600 3.0038810 0.2120766 1011.5210 76.459930 57 1.0248580 83
10/12/2015 1007A 2015 12 4 118.200000 0.1163433 1.9156600 1005.3310 64.188710 57 2.0871500 83
11/12/2015 1007A 2015 12 5 48.950000 0.2410642 -0.9723812 1008.2400 57.850980 57 1.0257390 83
12/12/2015 1007A 2015 12 6 100.409100 0.7828517 -0.6984936 1005.4330 69.861770 57 0.9880547 83
13/12/2015 1007A 2015 12 0 190.000000 0.9205435 -0.6947349 1006.1100 75.153500 57 1.0083400 83
14/12/2015 1007A 2015 12 1 61.846150 0.2131267 0.5829605 1002.9130 78.884410 57 1.8112770 83
15/12/2015 1007A 2015 12 2 4.625000 0.1333054 -0.6893675 1005.5030 39.446050 57 4.0992960 83
16/12/2015 1007A 2015 12 3 6.652174 0.1103567 -2.9557640 1010.7840 34.375560 57 4.1752770 83
17/12/2015 1007A 2015 12 4 65.000000 0.2191133 -3.8619330 1011.9380 45.741920 57 1.8111910 83
18/12/2015 1007A 2015 12 5 69.347830 0.1582496 -2.0719140 1012.9820 52.430420 57 1.6720280 83
22/12/2015 1007A 2015 12 2 302.875000 3.0118630 -3.3450880 1006.9900 83.069470 57 1.1663900 83
23/12/2015 1007A 2015 12 3 297.708300 0.7479298 -1.9154600 1006.0630 76.290340 57 1.0977400 83
24/12/2015 1007A 2015 12 4 98.125000 0.7569097 -1.5684040 1006.5960 67.148360 57 1.4193260 83
25/12/2015 1007A 2015 12 5 450.000000 2.3543350 -3.4046270 998.6013 79.162140 57 1.5651200 83
28/12/2015 1007A 2015 12 1 125.916700 0.5643407 -4.7565630 1014.1000 62.377840 57 1.1447490 83
30/12/2015 1007A 2015 12 3 60.181820 0.1382942 -0.7115608 1009.8270 54.561110 57 2.7019370 83
31/12/2015 1007A 2015 12 4 69.291670 0.3538119 -3.5501520 1011.6820 61.776730 57 0.8101864 83
1/01/2016 1007A 2016 1 5 158.458300 0.7140058 -3.2613430 1003.2930 68.780850 57 0.6776226 78
2/01/2016 1007A 2016 1 6 226.083300 0.7299700 -1.6799890 999.7373 69.492230 57 1.0575800 78
3/01/2016 1007A 2016 1 0 286.041700 1.9801720 -2.0721880 1001.7510 74.562820 57 1.5207930 78
5/01/2016 1007A 2016 1 2 35.666670 0.1542585 -5.5315020 1009.2960 35.374590 57 2.1206540 78
6/01/2016 1007A 2016 1 3 35.166670 0.1333054 -5.1113420 1010.0610 44.130070 57 2.5655750 78
7/01/2016 1007A 2016 1 4 10.541670 0.1293143 -5.4456830 1011.0360 38.004230 57 3.2013790 78
8/01/2016 1007A 2016 1 5 34.666670 0.1143478 -5.2249750 1007.1770 38.923250 57 2.3906270 78
9/01/2016 1007A 2016 1 6 73.541670 0.2430597 -5.1352080 1004.3610 48.183320 57 1.2865160 78
11/01/2016 1007A 2016 1 1 9.041667 0.1353009 -7.3659290 1015.0230 35.340890 57 3.3499490 78
12/01/2016 1007A 2016 1 2 12.416670 0.1382942 -8.1387900 1011.7170 34.437420 57 2.8002700 78
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15/01/2016 1007A 2016 1 5 86.583330 0.2520396 -4.2353940 997.1806 44.261950 57 1.1622470 78
17/01/2016 1007A 2016 1 0 42.750000 0.2201111 -7.8748130 1005.3730 51.268610 57 2.8287190 78
18/01/2016 1007A 2016 1 1 7.541667 0.1851893 -10.4985200 1006.0750 31.734240 57 3.6467080 78
19/01/2016 1007A 2016 1 2 61.416670 0.4186667 -9.5167440 1009.6320 40.367870 57 1.5999570 78
20/01/2016 1007A 2016 1 3 107.791700 0.8397244 -7.3215730 1012.8930 48.623670 57 1.5096530 78
25/01/2016 1007A 2016 1 1 24.250000 0.1622406 -6.7597380 1010.2730 30.820810 57 2.5444800 78
26/01/2016 1007A 2016 1 2 32.375000 0.1792027 -5.7570190 1007.2330 31.511620 57 2.8273710 78
27/01/2016 1007A 2016 1 3 100.375000 0.5713251 -6.3896600 1006.6420 41.039940 57 1.1221840 78
28/01/2016 1007A 2016 1 4 114.409100 0.6890616 -4.3611480 1008.7100 41.409370 57 1.5690390 78
29/01/2016 1007A 2016 1 5 56.083330 1.3346170 -6.5202820 1013.4740 45.347930 57 1.6109580 78
31/01/2016 1007A 2016 1 0 10.083330 0.1293143 -6.7913670 1016.4160 34.683460 57 3.0263480 78
1/02/2016 1007A 2016 2 1 14.666670 0.1552563 -4.9712910 1015.1020 37.332560 57 2.1914210 67
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3/02/2016 1007A 2016 2 3 39.047620 0.2739905 -3.9552930 1007.4530 38.870050 57 1.3020110 67
6/02/2016 1007A 2016 2 6 27.958330 0.1851893 -1.9786910 1008.8740 32.324110 57 2.4982610 67
7/02/2016 1007A 2016 2 0 26.772730 0.2121290 -1.5099770 1000.0410 34.954200 57 2.2618790 67
8/02/2016 1007A 2016 2 1 241.333300 0.1482719 1.9696540 994.8642 30.687450 57 2.5749270 67
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14/02/2016 1007A 2016 2 0 5.916667 0.1402897 -5.8606720 1011.0180 31.771470 57 4.5995110 67
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16/02/2016 1007A 2016 2 2 5.375000 0.1263210 0.8769775 1002.5590 38.168840 57 3.4332390 67
17/02/2016 1007A 2016 2 3 42.541670 0.3268722 1.4721390 1001.9410 44.191630 57 1.8761590 67
18/02/2016 1007A 2016 2 4 13.333330 0.1402897 2.8693250 1000.0620 29.992860 57 3.0192080 67
19/02/2016 1007A 2016 2 5 15.750000 0.2051446 0.9867699 1007.6200 33.582890 57 3.0854960 67
20/02/2016 1007A 2016 2 6 13.304350 0.2011535 -2.0580010 1009.5670 27.734330 57 2.5942330 67
22/02/2016 1007A 2016 2 1 72.125000 0.3508186 -0.3022429 1006.7290 48.025030 57 2.6719320 67
23/02/2016 1007A 2016 2 2 7.750000 0.1841915 -2.0189740 1016.9840 27.054840 57 3.1247540 67
24/02/2016 1007A 2016 2 3 24.625000 0.3288677 -2.1761380 1014.0940 33.765610 57 2.0945890 67
26/02/2016 1007A 2016 2 5 34.409090 0.5653385 0.5034254 1005.2900 34.896540 57 2.2209410 67
29/02/2016 1007A 2016 2 1 33.260870 0.3647873 -1.6262620 1012.1750 31.766730 57 1.8744730 67
1/03/2016 1007A 2016 3 2 118.333300 0.4765372 2.0163390 1003.2500 41.824950 57 1.4654790 72
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5/03/2016 1007A 2016 3 6 69.958330 0.7499254 6.9527770 999.6934 25.286760 57 3.2716470 72
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11/03/2016 1007A 2016 3 5 21.041670 0.2101334 0.8918274 1003.7530 27.440190 57 1.8336480 72
13/03/2016 1007A 2016 3 0 27.727270 0.1732161 4.7780920 1003.7900 29.055950 57 2.6865830 72
14/03/2016 1007A 2016 3 1 72.857140 0.3697762 6.1211220 1002.3200 33.110030 57 1.9808880 72
16/03/2016 1007A 2016 3 3 246.782600 1.4194270 8.2436100 995.9662 55.872380 57 1.5562320 72
17/03/2016 1007A 2016 3 4 308.318200 2.1258460 10.1163200 991.9518 56.481580 57 1.2187000 72
18/03/2016 1007A 2016 3 5 208.043500 0.6920549 11.8461800 992.1749 45.632350 57 1.8749290 72
20/03/2016 1007A 2016 3 0 63.416670 0.4076913 9.8840040 1005.2960 41.069820 57 1.0874960 72
21/03/2016 1007A 2016 3 1 117.666700 0.9145569 10.8326900 1002.1980 40.399790 57 1.5416410 72
23/03/2016 1007A 2016 3 3 21.956520 0.2470508 8.3875430 1010.8400 26.507570 57 3.4571890 72
24/03/2016 1007A 2016 3 4 13.416670 0.1792027 7.1985210 1011.6140 23.996920 57 2.0300110 72
25/03/2016 1007A 2016 3 5 17.833330 0.2460530 7.5123060 1008.2130 28.090300 57 2.0490660 72
26/03/2016 1007A 2016 3 6 12.583330 0.2141245 10.2875400 1004.7250 24.706410 57 2.4389970 72
27/03/2016 1007A 2016 3 0 16.041670 0.1901781 12.4140900 999.1876 21.384150 57 1.9299830 72
29/03/2016 1007A 2016 3 2 20.916670 0.3927248 14.6974900 996.2605 24.717650 57 2.5773450 72
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1/04/2016 1007A 2016 4 5 31.333330 0.2430597 16.2941500 988.6107 40.994020 57 3.3250930 105
3/04/2016 1007A 2016 4 0 18.173910 0.1786380 13.0032200 1001.3830 17.758190 57 1.8518550 105
4/04/2016 1007A 2016 4 1 64.875000 0.5244300 13.0828200 992.7235 37.944530 57 1.8923200 105
5/04/2016 1007A 2016 4 2 110.791700 1.5481390 14.4493200 992.1302 46.374050 57 2.3500410 105
7/04/2016 1007A 2016 4 4 85.333330 0.2630151 16.3046200 991.6278 38.553840 57 2.4936670 105
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11/04/2016 1007A 2016 4 1 34.333330 0.8457110 9.8887240 997.5244 35.330000 57 2.6497110 105
12/04/2016 1007A 2016 4 2 69.833330 0.5423898 11.0547400 987.7046 66.579530 57 1.5807360 105
13/04/2016 1007A 2016 4 3 100.125000 0.7074719 15.6023100 984.8461 54.156690 57 2.3611730 105
14/04/2016 1007A 2016 4 4 23.833330 0.3138825 16.5456800 994.3363 25.157460 57 2.9575290 105
17/04/2016 1007A 2016 4 0 13.642860 0.2380709 13.5322100 991.4067 24.395670 57 3.4837620 105
18/04/2016 1007A 2016 4 1 28.842110 0.3540223 13.3454800 993.2099 30.091380 57 2.2997130 105
20/04/2016 1007A 2016 4 3 64.176470 0.5157200 16.3856300 992.9079 45.129200 57 2.0023400 105
21/04/2016 1007A 2016 4 4 87.478260 0.2008134 19.1248500 984.4559 35.529090 57 2.6398330 105
22/04/2016 1007A 2016 4 5 25.086960 0.1662317 18.7856200 989.5516 12.391740 57 3.2483540 105
24/04/2016 1007A 2016 4 0 73.958330 0.8133059 16.5102900 990.9244 38.247120 57 1.9142490 105
25/04/2016 1007A 2016 4 1 85.583330 1.0573860 20.5404700 991.8151 48.476550 57 2.6260700 105
26/04/2016 1007A 2016 4 2 70.708330 1.3150880 17.3523600 995.6538 45.995200 57 2.3423190 105
28/04/2016 1007A 2016 4 4 80.125000 0.9367835 18.2103300 994.4469 53.270990 57 2.1207720 105
29/04/2016 1007A 2016 4 5 113.666700 1.5680940 18.9388500 987.9752 52.778510 57 2.1364030 105
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3/05/2016 1007A 2016 5 2 18.875000 0.2158414 17.2834600 982.5985 40.936110 57 3.4228370 120
5/05/2016 1007A 2016 5 4 51.695650 0.4295914 19.3277200 985.8250 40.247260 57 2.5253910 120
6/05/2016 1007A 2016 5 5 63.500000 0.1811982 18.2615000 991.9314 22.957980 57 4.1457690 120
7/05/2016 1007A 2016 5 6 19.625000 0.1229440 19.0383900 997.4824 22.725430 57 2.0051330 120
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10/05/2016 1007A 2016 5 2 37.666670 0.3335149 18.9672000 989.9029 56.576910 57 1.5852150 120
16/05/2016 1007A 2016 5 1 23.285710 0.1162966 20.7099800 989.1110 33.791840 57 2.5683170 120
17/05/2016 1007A 2016 5 2 53.391300 0.5785503 22.8520600 989.3586 40.887960 57 2.2965040 120
21/05/2016 1007A 2016 5 6 72.958330 0.7151231 21.8549100 998.6967 44.159260 57 2.3463240 120
22/05/2016 1007A 2016 5 0 48.850000 0.6202157 22.2041700 997.9269 38.701510 57 1.6244620 120
24/05/2016 1007A 2016 5 2 22.937500 0.2650106 19.4490200 984.2698 51.126300 57 2.8560270 120
26/05/2016 1007A 2016 5 4 25.173910 0.2903619 22.1311100 990.0725 35.947170 57 2.5611560 120
28/05/2016 1007A 2016 5 6 40.583330 0.5144524 22.7163600 986.5482 45.634050 57 1.9967650 120
29/05/2016 1007A 2016 5 0 28.916670 0.1442808 23.5324800 987.3993 33.242700 57 2.6485650 120
30/05/2016 1007A 2016 5 1 77.500000 0.7678852 25.2409100 983.7972 45.729640 57 1.9063910 120
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5/06/2016 1007A 2016 6 0 72.708330 1.9831650 23.7253500 990.0468 52.221720 57 1.8437200 124
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11/06/2016 1007A 2016 6 6 8.916667 0.1432830 24.3991000 988.1625 39.648190 57 2.1868590 124
15/06/2016 1007A 2016 6 3 21.333330 0.3091231 23.1975800 982.9750 57.377390 57 2.0128400 124
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20/06/2016 1007A 2016 6 1 92.350000 1.7067840 27.1250700 983.2177 60.441090 57 1.8487700 124
21/06/2016 1007A 2016 6 2 84.458330 1.5461430 27.1487600 982.5158 67.442620 57 1.7465800 124
22/06/2016 1007A 2016 6 3 51.458330 1.1886600 26.5791800 982.8554 67.689430 57 1.7340450 124
24/06/2016 1007A 2016 6 5 13.045450 0.2096268 25.6610100 986.7629 37.992580 57 2.3094220 124
25/06/2016 1007A 2016 6 6 15.625000 0.4277760 27.8156000 988.1902 32.546140 57 2.1540500 124
26/06/2016 1007A 2016 6 0 37.125000 0.5743184 28.6161600 986.3517 35.049070 57 2.2826130 124
27/06/2016 1007A 2016 6 1 56.500000 1.4483620 24.7318000 984.1013 55.890490 57 2.1657920 124
30/06/2016 1007A 2016 6 4 62.125000 0.5491342 24.6465300 984.3173 72.601510 57 1.6239970 124
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10/07/2016 1007A 2016 7 0 87.125000 0.9202070 29.8101600 983.5500 64.216050 57 1.9430390 128
13/07/2016 1007A 2016 7 3 21.458330 0.4093283 27.9465500 985.1604 61.815570 57 1.3534660 128
17/07/2016 1007A 2016 7 0 74.291670 2.2046700 25.0506600 987.3237 69.122010 57 1.1678500 128
24/07/2016 1007A 2016 7 0 98.916670 1.6549000 27.8517200 984.9598 82.253870 57 1.3186200 128
27/07/2016 1007A 2016 7 3 44.958330 0.6421665 26.9976400 983.3577 75.866510 57 1.7294110 128
28/07/2016 1007A 2016 7 4 50.750000 1.1659650 26.4635800 982.6163 77.414910 57 1.4008850 128
29/07/2016 1007A 2016 7 5 118.400000 2.6353300 28.4061400 985.1400 80.033120 57 1.3919580 128
2/08/2016 1007A 2016 8 2 72.909090 0.3539104 27.8603700 990.2492 73.269470 57 1.2415000 127
7/08/2016 1007A 2016 8 0 15.458330 0.1502674 26.3813500 988.6224 77.498200 57 1.6986680 127
8/08/2016 1007A 2016 8 1 29.666670 0.2540352 26.2824700 990.5605 69.046250 57 1.6093240 127
9/08/2016 1007A 2016 8 2 42.958330 0.6347481 26.1587200 989.1335 72.119480 57 1.5963700 127
11/08/2016 1007A 2016 8 4 86.695650 2.8781620 29.6413400 987.3269 78.532490 57 1.8354090 127
16/08/2016 1007A 2016 8 2 22.333330 0.4317014 24.4559400 986.3602 74.747800 57 1.4421540 127
19/08/2016 1007A 2016 8 5 18.083330 0.1223299 25.7011200 986.4995 76.034900 57 1.8263100 127
21/08/2016 1007A 2016 8 0 48.958330 0.4971641 27.1044400 990.1949 74.816330 57 1.2548650 127
22/08/2016 1007A 2016 8 1 45.478260 1.0093450 26.9498000 992.1160 72.014310 57 1.4630320 127
25/08/2016 1007A 2016 8 4 15.909090 0.1642362 24.9124000 991.5657 53.956900 57 2.9579020 127
26/08/2016 1007A 2016 8 5 7.333333 0.2975503 21.3386300 997.1785 53.338940 57 1.2904070 127
27/08/2016 1007A 2016 8 6 13.583330 0.0722948 21.9469400 993.8961 56.160540 57 1.7897360 127
28/08/2016 1007A 2016 8 0 9.500000 0.2534309 22.7708000 993.1076 49.991330 57 1.4898780 127
29/08/2016 1007A 2016 8 1 18.375000 0.2061424 22.8121300 992.7610 55.818690 57 1.3889410 127
30/08/2016 1007A 2016 8 2 29.304350 0.3290074 23.9270000 987.3625 60.836760 57 1.5297520 127
31/08/2016 1007A 2016 8 3 17.833330 0.1293143 24.4712600 978.7888 45.856260 57 2.2999420 127
3/09/2016 1007A 2016 9 6 18.666670 0.3030504 23.5049200 987.9372 66.619700 57 1.1549640 129
5/09/2016 1007A 2016 9 1 25.681820 0.2500441 22.7940000 991.2481 69.303550 57 1.4830180 129
7/09/2016 1007A 2016 9 3 43.090910 0.7039832 22.5769200 987.3393 65.380540 57 1.8595580 129
8/09/2016 1007A 2016 9 4 20.478260 0.1025895 21.5449900 987.6959 67.958820 57 1.1187980 129
9/09/2016 1007A 2016 9 5 17.041670 0.4211622 22.3581100 989.4440 59.332770 57 1.4417420 129
10/09/2016 1007A 2016 9 6 16.416670 0.2241022 21.9845800 990.8728 60.541450 57 1.4067930 129
12/09/2016 1007A 2016 9 1 35.833330 0.6152268 20.6667800 997.6293 74.605670 57 1.0232440 129
13/09/2016 1007A 2016 9 2 79.666670 1.8095540 21.7842300 998.0786 76.642850 57 1.2967720 129
14/09/2016 1007A 2016 9 3 93.521740 0.9847798 22.5854100 996.9315 75.946520 57 1.3796420 129
15/09/2016 1007A 2016 9 4 61.875000 0.6426156 23.1331000 995.1685 72.822070 57 1.0572460 129
19/09/2016 1007A 2016 9 1 10.739130 0.1065783 17.5496400 1002.0240 62.836440 57 1.4652850 129
20/09/2016 1007A 2016 9 2 19.913040 0.2195112 17.5495800 1000.6730 64.130320 57 1.2462850 129
23/09/2016 1007A 2016 9 5 110.136400 1.6479160 19.9752900 992.2626 82.383630 57 0.9968595 129
24/09/2016 1007A 2016 9 6 117.208300 1.4663220 21.0517000 990.7452 80.295680 57 1.3053580 129
28/09/2016 1007A 2016 9 3 15.000000 0.1675802 13.5948100 1005.9250 48.746910 57 1.4298370 129
29/09/2016 1007A 2016 9 4 51.130430 0.7913955 13.5928200 999.5303 63.619270 57 1.2499280 129
30/09/2016 1007A 2016 9 5 103.291700 0.8995578 16.5409000 995.5591 67.068050 57 1.2405670 129
1/10/2016 1007A 2016 10 6 166.625000 1.9921450 17.8448800 994.9501 69.341370 57 1.3819560 112
2/10/2016 1007A 2016 10 0 193.333300 2.4561070 18.5089800 993.1665 75.128830 57 1.1120800 112
3/10/2016 1007A 2016 10 1 138.250000 0.8347356 20.7083500 991.2946 75.566620 57 1.3318660 112
5/10/2016 1007A 2016 10 3 48.391300 0.5743184 15.4125100 998.4522 78.285540 57 1.4362800 112
8/10/2016 1007A 2016 10 6 9.125000 0.2337817 10.9132900 1001.8540 49.881510 57 2.8357350 112
10/10/2016 1007A 2016 10 1 82.000000 0.6383563 10.8466000 997.9409 76.033750 57 1.1203580 112
11/10/2016 1007A 2016 10 2 106.166700 0.9491473 12.5389300 1001.4260 74.015230 57 1.6148230 112
13/10/2016 1007A 2016 10 4 137.181800 1.0662800 14.4275000 999.6862 84.089570 57 0.8466241 112
14/10/2016 1007A 2016 10 5 237.958300 3.0118630 15.7453700 1000.7370 79.159130 57 1.2189070 112
17/10/2016 1007A 2016 10 1 59.458330 0.2326156 14.4207400 1000.5800 66.397760 57 1.3831120 112
19/10/2016 1007A 2016 10 3 227.875000 2.9200690 16.0660400 996.6654 86.577360 57 1.0250460 112
25/10/2016 1007A 2016 10 2 89.750000 0.6381755 10.0317800 994.5685 82.025350 57 1.2353270 112
26/10/2016 1007A 2016 10 3 35.105260 0.4525578 11.3020300 1003.1770 61.940750 57 1.7025600 112
28/10/2016 1007A 2016 10 5 9.666667 0.1861870 7.6016290 1009.4440 53.493600 57 2.1760480 112
29/10/2016 1007A 2016 10 6 23.238100 0.1632384 4.6946510 1010.5270 58.872830 57 1.6728270 112
31/10/2016 1007A 2016 10 1 5.500000 0.1303121 1.0296090 1016.4770 26.643710 57 3.6670600 112
1/11/2016 1007A 2016 11 2 39.916670 0.5134546 -0.0810742 1013.3940 58.226140 57 0.9583208 104
2/11/2016 1007A 2016 11 3 104.541700 0.5383988 3.7215560 1005.7510 60.214650 57 1.4205980 104
3/11/2016 1007A 2016 11 4 180.041700 0.4984881 5.2920160 998.2507 72.913160 57 1.2683850 104
4/11/2016 1007A 2016 11 5 256.166700 1.0073490 6.2203010 989.4362 81.865250 57 0.9918962 104
5/11/2016 1007A 2016 11 6 182.291700 0.8297467 8.4663920 994.0542 76.148170 57 1.7640480 104
8/11/2016 1007A 2016 11 2 36.625000 0.2580263 3.8664060 1013.3720 55.484080 57 1.3561380 104
11/11/2016 1007A 2016 11 5 75.083330 0.9953761 3.7125590 993.9640 67.526260 57 1.2662040 104
12/11/2016 1007A 2016 11 6 77.250000 0.5523675 5.5651340 999.3894 66.049490 57 1.5076750 104
14/11/2016 1007A 2016 11 1 39.416670 0.1233277 7.4042880 1001.7100 38.286270 57 3.0955570 104
15/11/2016 1007A 2016 11 2 59.272730 0.4166712 2.9497510 1005.2010 47.841220 57 1.4753080 104
16/11/2016 1007A 2016 11 3 91.826090 0.8636708 3.7497510 1000.5930 69.171130 57 0.9420824 104
19/11/2016 1007A 2016 11 6 140.750000 0.1243255 8.2248690 997.8523 63.970130 57 2.3066070 104
22/11/2016 1007A 2016 11 2 7.000000 0.1881826 -5.7732590 1017.9910 38.167590 57 3.3231050 104
23/11/2016 1007A 2016 11 3 15.250000 0.1362987 -4.4326130 1014.6390 47.821520 57 2.3054860 104
24/11/2016 1007A 2016 11 4 69.000000 0.3647873 -3.5424740 1008.7870 56.029110 57 1.0996850 104
26/11/2016 1007A 2016 11 6 274.791700 1.6598890 0.3630059 1000.3250 65.552360 57 1.1845130 104
27/11/2016 1007A 2016 11 0 53.541670 0.1572518 1.2321410 1006.8160 42.162630 57 2.6337410 104
28/11/2016 1007A 2016 11 1 60.083330 0.2670062 -0.9513288 1011.6560 55.143170 57 1.1767660 104
30/11/2016 1007A 2016 11 3 95.333330 0.7808562 2.7521200 1004.4130 65.317160 57 1.8922990 104
1/12/2016 1007A 2016 12 4 33.125000 0.1382942 1.9120680 1011.3160 45.540490 57 1.7184190 80
2/12/2016 1007A 2016 12 5 99.666670 0.1981602 0.2911365 1009.3120 58.730560 57 1.2496140 80
3/12/2016 1007A 2016 12 6 142.000000 0.6242067 0.4032682 1000.8960 72.547310 57 0.7250157 80
5/12/2016 1007A 2016 12 1 57.588240 0.1293143 0.9319185 1006.8760 47.394690 57 2.3473830 80
6/12/2016 1007A 2016 12 2 83.428570 0.2759861 -0.9897745 1002.5190 52.209100 57 1.1284750 80
7/12/2016 1007A 2016 12 3 121.727300 0.2011535 1.5805890 1002.9840 57.383690 57 1.6812520 80
8/12/2016 1007A 2016 12 4 89.458330 0.1482719 2.0133950 997.9854 51.204540 57 3.2251250 80
10/12/2016 1007A 2016 12 6 52.083330 0.2250999 -3.3706490 1008.5300 57.162620 57 0.9362671 80
12/12/2016 1007A 2016 12 1 219.052600 2.2665310 1.3563730 1003.5500 65.516610 57 1.6812170 80
14/12/2016 1007A 2016 12 3 27.208330 0.1442808 -3.5261510 1012.5000 37.687920 57 1.9938180 80
15/12/2016 1007A 2016 12 4 26.250000 0.1452786 -2.3469550 1012.0370 43.849600 57 2.6586960 80
16/12/2016 1007A 2016 12 5 100.541700 0.3887337 -1.8337750 1006.2590 52.605810 57 1.4191440 80
18/12/2016 1007A 2016 12 0 205.375000 0.9434922 -2.0414250 1003.4910 71.395440 57 0.7394686 80
19/12/2016 1007A 2016 12 1 220.391300 0.6461576 -1.8406480 1004.6090 74.581740 57 0.8789555 80
22/12/2016 1007A 2016 12 4 79.882350 0.2001558 0.4088074 1003.3850 51.165880 57 3.0612790 80
23/12/2016 1007A 2016 12 5 29.666670 0.1622406 -2.9284330 1009.0560 46.375540 57 1.8540350 80
24/12/2016 1007A 2016 12 6 118.291700 1.9941410 -3.4009650 1009.1300 62.045620 57 1.2299790 80
27/12/2016 1007A 2016 12 2 41.363640 0.1831937 -4.2647390 1013.4220 50.374520 57 1.8227300 80
29/12/2016 1007A 2016 12 4 49.000000 0.2270955 -5.6402780 1014.3780 46.072320 57 1.8234560 80
31/12/2016 1007A 2016 12 6 285.260900 0.8586820 -4.8033670 1006.3300 72.245080 57 0.8239882 80

1.1 Data clean

The basic data clean strategies include:

  1. Variable type setting

  2. Extreme value (outliers) detection

  3. Missing value operation (imputation, drop)

  4. Data transforming (normalization/standardization, eg. scale, centralize,log-transform and others)

# skim the data missing value and distribution
skimr::skim(envir_example)
skim_type skim_variable n_missing complete_rate character.min character.max character.empty character.n_unique character.whitespace factor.ordered factor.n_unique factor.top_counts numeric.mean numeric.sd numeric.p0 numeric.p25 numeric.p50 numeric.p75 numeric.p100 numeric.hist
character date 0 1 9 10 0 501 0 NA NA NA NA NA NA NA NA NA NA NA
factor code 0 1 NA NA NA NA NA FALSE 7 100: 436, 100: 432, 100: 427, 100: 427 NA NA NA NA NA NA NA NA
factor year 0 1 NA NA NA NA NA FALSE 2 201: 1511, 201: 1459 NA NA NA NA NA NA NA NA
factor month 0 1 NA NA NA NA NA FALSE 12 3: 316, 1: 309, 4: 289, 12: 279 NA NA NA NA NA NA NA NA
factor week 0 1 NA NA NA NA NA FALSE 7 2: 445, 4: 439, 1: 435, 5: 430 NA NA NA NA NA NA NA NA
numeric PM2.5 0 1 NA NA NA NA NA NA NA NA 70.9060220 65.2264536 4.6250000 23.9154125 52.3405800 97.9219350 450.000000 <U+2587><U+2582><U+2581><U+2581><U+2581>
numeric c_AOD 0 1 NA NA NA NA NA NA NA NA 0.6743631 0.6727058 0.0212108 0.2191133 0.4121369 0.8873678 3.562631 <U+2587><U+2582><U+2581><U+2581><U+2581>
numeric TEMP 0 1 NA NA NA NA NA NA NA NA 11.2723604 11.3385907 -12.1160700 0.1136484 12.7025250 21.9393125 31.457240 <U+2583><U+2587><U+2585><U+2587><U+2586>
numeric AP 0 1 NA NA NA NA NA NA NA NA 995.0750959 18.2763409 939.3513680 989.3052500 998.3992768 1007.6977500 1028.826000 <U+2581><U+2581><U+2583><U+2587><U+2583>
numeric RH 0 1 NA NA NA NA NA NA NA NA 50.6296481 17.2962454 9.7265346 37.0803125 50.1837096 64.9926675 88.755170 <U+2582><U+2587><U+2587><U+2587><U+2583>
numeric elevation 0 1 NA NA NA NA NA NA NA NA 90.4094276 107.9973119 35.0000000 45.0000000 49.0000000 57.0000000 362.000000 <U+2587><U+2581><U+2581><U+2581><U+2581>
numeric WS 0 1 NA NA NA NA NA NA NA NA 2.0066430 0.7696947 0.6544928 1.4293510 1.8617520 2.3761677 5.279467 <U+2586><U+2587><U+2583><U+2581><U+2581>
numeric a_buffer10 0 1 NA NA NA NA NA NA NA NA 103.2898990 29.1159018 64.0000000 78.0000000 105.0000000 122.0000000 201.000000 <U+2587><U+2586><U+2585><U+2581><U+2581>

1.2 Data split

We randomly select 20% of the data as independent testing dataset, and the remainder were used as the training dataset.

The split strategy is based on the size of your sample as well as your question.

set.seed(1234) # to achieve a repeatable results

size <-
  caret::createDataPartition(y = envir_example$PM2.5,
                             p = 0.8, list = FALSE)
trainset <- envir_example[size, ]
testset <- envir_example[-size, ]

Identify the dependence and independence variables

y <- c("PM2.5")
x <- colnames(envir_example[-c(1, 6)]) # except "date" and "PM2.5"

Challenging 1

Q: Estimate annual average NO2 in Sydney in 2005-2018

Download the Sydney NO2 data in the CloudStor

Tasks:

  1. Data clean: change the ‘year’ as a factor type and delete variable ‘X’

  2. Setting the dependence (“no2_annual”) and others as independent variables

  3. Randomly split 10% of data as testing data set

data_Sydney <- read.csv("C:/Users/yuwen/OneDrive - Monash University/2021 work/workshops/20220908 DEEPER workshop/talk materials/quiz/final data example/training_data.csv")

data_Sydney$X <- NULL
data_Sydney$year <- as.factor(data_Sydney$year)

# dataset split
set.seed(1234)
size <-
  caret::createDataPartition(y = data_Sydney$no2_annual,
                             p = 0.9,
                             list = FALSE)

trainset_syd <- data_Sydney[size,]
testset_syd <- data_Sydney[-size,]
### Identify the dependence and independence variables

dependence <- c("no2_annual")
independence <- colnames(data_Sydney[-c(1)]) # except "no2_annual"

2. Establish base models

2.1 Single base model training

Q: How to select the best parameter for a single base model?

We can set or adjust the parameters of a base model using ‘tuningModel’ function.

ranger <-
  tuningModel(
    basemodel  = 'SL.ranger',
    params = list(num.trees = 100),
    tune = list(mtry = c(1, 3, 7))
  )

Here we will train a Random Forest (RF) model with the specific parameters and using 5-fold Cross validation (CV) to assess the model performance.

# training the RF model with different parameters simultaneously

start_time <- Sys.time()
model1 <-
  predictModel(
    Y = trainset[, y],
    X = trainset[, x],
    base_model = c(ranger),
    cvControl = list(V = 5)
  )
## 
## 
## The base models Cross validation result:
## 
##        SL.ranger_1_All SL.ranger_2_All SL.ranger_3_All
## weight       0.0000000       0.2557565       0.7442435
## R2           0.7987171       0.8783410       0.8796137
## RMSE        35.4710237      23.6020355      22.8641344
end_time <- Sys.time()
end_time - start_time
## Time difference of 4.591618 secs
#print(model1$base_ensemble_value)

The results show the weight, R2, and the root-mean-square error (RMSE) of each model. “ranger_1”,“ranger_2”,“ranger_3” note the Random Forest model with parameters mtry = 1,3,7 separately.

The training results show that ‘mtry = 7’ could achieve a better RF model performance.

2.2 Model prediction

After training a base ML model, we can use it to estimate the independent testing dataset by using ‘predict’ function.

Note: ’predict()’function was recommended to limit its sources (namespace) to reduce the conflict with other R package such as stats::predict()

# compare the model performance in the independent testing dataset
pred_model1 <- deeper::predict(object = model1, newX = testset[, x])
# get each base model prediction
head(pred_model1$pre_base$library.predict)
SL.ranger_1_All SL.ranger_2_All SL.ranger_3_All
56.49809 51.33055 45.266910
63.48694 66.91219 69.766973
65.94418 66.02193 66.711069
72.25364 71.17931 71.107377
134.14046 176.11373 177.565844
60.41963 48.45826 48.014687
45.25294 12.59430 9.329754
51.82385 33.27328 28.538869
42.67627 11.71277 9.782546
52.51839 39.46527 38.939178
72.29229 76.28595 89.199253
122.83103 114.91375 113.820424
76.98595 93.88029 102.572112
52.40706 44.33411 41.143246
64.17659 38.73399 41.104041
65.38856 70.36203 85.726373
115.59290 122.42986 131.994915
65.59899 43.79735 41.920069
64.51778 41.13932 38.391783
74.82203 72.40386 74.457451
55.63642 52.19000 57.127304
41.52613 38.67459 40.791569
75.69054 80.74515 82.124015
54.77563 54.22071 54.870441
63.73319 64.81663 68.780271
75.46524 82.29209 82.641043
42.31028 22.06149 21.685224
77.15995 73.35343 68.645202
78.52592 80.52197 76.576775
75.80534 74.22312 73.388128
56.07164 45.56876 42.498140
47.33308 25.48332 24.546754
34.85189 13.13182 13.472103
45.56672 19.44886 19.458776
94.80694 103.03546 103.988226
109.27217 126.04456 128.255261
45.49371 32.17123 34.798407
53.99931 28.89075 24.763914
167.66319 213.43560 226.059166
158.58286 229.59563 245.328858
50.00957 32.67564 34.109933
33.11929 12.16144 12.122868
181.59720 191.06326 189.613169
146.66691 154.50531 137.895146
66.78175 49.04938 44.911336
91.87308 96.91841 96.031017
182.12601 227.82344 227.203558
87.11107 95.29229 90.475640
31.82982 20.20290 22.127364
100.48808 110.67553 100.730447
26.99448 16.53736 18.262836
36.78358 28.56092 27.618101
55.48720 50.46639 53.020146
74.76032 82.87465 77.672819
123.26269 139.37099 130.232170
41.21947 27.23595 27.515759
39.51719 36.47873 36.065680
78.34336 63.41123 62.857647
44.90531 38.81341 36.987731
44.13261 31.18710 32.835033
34.53789 25.77859 30.189408
39.35852 22.88444 17.395702
39.68527 28.78292 24.384438
44.65360 33.97907 29.058972
85.44400 90.22097 83.486711
43.37584 27.31407 26.093867
56.41578 51.21462 52.866966
77.60482 88.99242 93.554320
79.42716 80.56329 74.387986
79.33968 97.58074 98.239941
71.30890 87.53217 90.493028
61.77790 60.10433 57.426900
79.82339 99.87732 97.814097
54.19012 33.86454 34.170345
82.52994 81.31936 88.651983
56.62296 39.25728 36.759873
57.02225 23.75908 21.658504
55.59667 42.86384 47.722871
38.08865 15.98281 13.473508
38.52606 20.65193 20.411231
64.52225 57.65914 60.341081
42.13653 12.62164 12.194464
164.90380 174.47567 179.472041
66.91114 61.74771 53.094351
28.61523 13.34935 11.083046
56.43641 46.16039 45.600093
88.38400 91.77215 92.879043
32.19246 14.68933 14.897877
57.58081 57.67847 75.046697
65.32363 52.95903 58.013916
43.76339 30.93266 31.963849
210.51461 260.47816 257.838580
217.00054 262.32233 263.922151
128.92399 138.93380 151.405080
57.98795 44.56101 48.146399
99.37478 149.55361 148.844955
68.40441 94.10089 94.608091
34.36345 21.56690 19.462268
88.09854 117.99222 120.477903
34.87620 27.84232 40.893984
90.21841 140.07343 145.671370
42.35691 28.46574 21.049461
43.27073 36.49475 44.339538
93.19864 123.85466 132.297688
36.52377 31.31007 29.394036
82.14917 118.14819 126.316104
35.47802 32.29011 41.768706
45.08495 44.92049 47.844980
72.82761 85.27726 84.371829
74.37904 81.29847 71.840186
59.49483 59.33431 62.810351
36.73872 27.56856 27.111840
42.91911 26.93546 18.570278
69.63384 80.05466 78.825786
73.87253 83.72018 82.348193
49.17052 31.27601 30.266050
34.68808 13.71875 13.718703
40.35069 18.47865 16.037120
41.81378 26.32004 21.842824
38.08506 20.02899 13.725341
85.38816 107.13746 96.056968
72.96907 87.95920 82.628019
33.96189 19.97991 27.237420
31.89430 14.82671 14.215039
31.93448 19.65339 17.503726
104.48794 148.51682 177.245011
162.89342 234.87536 253.437789
52.76488 63.44233 76.990906
105.42117 131.75380 134.447758
81.56940 85.48875 82.100015
38.01621 39.01528 51.345034
33.46549 17.61228 16.848691
68.11661 69.42305 65.737633
75.62129 98.82936 90.481190
99.96448 142.10185 129.873668
29.53003 19.73432 22.593529
26.38640 16.55995 16.272495
50.36721 50.98384 46.265950
62.82814 84.80238 87.426069
38.02421 31.98475 30.462460
42.51951 34.89753 28.248030
43.44536 39.61494 36.464093
41.75602 32.12937 33.584704
77.44301 92.36985 95.718686
48.95483 51.45422 49.230253
72.22878 83.11826 75.467921
45.74878 36.78305 30.629117
52.16064 38.33577 33.081442
75.18410 87.11819 86.681012
37.37859 28.86340 24.688146
51.03778 41.33748 38.657929
37.50653 16.20889 17.395782
48.32068 32.75417 20.869246
57.93428 37.84150 32.388868
42.67899 17.01051 13.086357
41.42416 18.45087 13.801319
107.26689 110.00670 123.011197
122.24577 154.43277 169.783995
40.97736 32.01070 32.813298
101.46235 134.01524 149.652539
48.36804 32.76380 33.792465
85.86284 109.39386 107.443358
37.57152 29.66900 27.035228
43.64623 36.81352 34.229129
134.84245 159.55686 161.790424
55.77917 51.52220 50.334897
89.19302 90.40655 85.335739
63.55562 59.75361 61.218773
55.65714 33.44684 34.023833
100.02507 110.96556 104.566016
48.46033 18.52201 13.450575
96.17479 117.85244 117.206948
48.86240 38.92199 38.723754
132.80987 166.41966 189.343421
46.77852 41.52485 38.940187
59.44032 40.88706 40.653754
106.12433 107.59931 107.305797
62.87243 63.18201 63.669033
63.71549 68.67902 71.670334
60.28252 53.36899 49.041361
60.27784 55.38750 56.394532
66.82771 68.15633 72.171665
38.63732 25.99493 28.749049
84.80754 94.70655 93.928076
65.78043 63.01865 62.879443
43.71032 34.14589 32.351948
40.44143 26.60939 26.781221
76.72143 76.98868 74.233692
85.08010 109.55488 113.020215
60.87424 58.65425 64.755630
69.79315 54.61233 50.286259
45.53425 38.47250 39.896637
41.39169 18.49332 17.799352
49.21664 27.04858 24.472968
47.93258 30.10227 28.945636
101.39247 108.55192 103.056844
127.91323 128.74540 129.134962
110.32010 120.60847 114.132684
39.93142 16.91785 15.834610
182.20687 221.14122 219.658007
25.81552 12.92958 10.705038
32.27753 17.62706 16.090280
75.05470 57.64899 57.879846
83.37467 76.38801 75.377489
130.10850 146.82425 145.062650
179.61591 195.19553 202.751540
51.61553 36.40176 35.593917
77.46601 107.73323 113.118097
185.72087 153.12256 149.031250
54.75973 68.49906 70.817572
75.91078 83.00848 77.379362
167.79782 170.47239 174.873963
35.23107 34.81681 33.723816
31.07619 14.50717 11.303872
83.11741 85.05913 85.361393
77.08872 85.83032 88.060370
101.04396 106.54432 102.817857
46.99723 42.75893 40.492993
96.61249 119.41718 122.484382
21.36012 13.59604 13.968886
36.81455 32.29445 32.717199
44.56447 33.04921 30.798212
118.50717 122.65494 113.709456
20.41625 11.99725 8.620976
31.40190 13.12926 7.938180
36.31176 21.18561 13.177610
27.87917 16.97547 17.141578
22.84588 11.80756 11.294313
117.77931 154.56808 159.259265
42.84268 31.25770 31.831928
39.69615 31.30438 27.460348
68.42027 70.81281 65.928452
38.40259 20.00478 17.049679
52.65839 41.75282 47.142334
88.81197 95.00728 96.556227
103.85406 123.63341 121.635431
46.52599 32.59010 24.588402
81.14474 78.98903 76.327670
96.74128 83.65105 82.939459
38.66591 28.70022 25.924392
58.88258 61.23413 62.563108
54.63788 55.44879 55.975326
68.92271 59.56154 52.732179
44.22639 28.99457 27.540136
84.88796 94.57846 100.064082
79.81063 91.78387 92.080248
78.18275 79.15728 75.102113
85.66089 90.59177 88.919432
87.66642 89.28409 89.842559
64.75713 79.58299 76.201764
89.95548 88.80482 85.359676
76.15850 63.94091 63.773575
39.49092 23.37055 23.072563
34.85181 17.55094 17.856276
45.28212 27.48015 27.107435
35.31201 22.19061 21.937382
38.99422 23.45482 21.299863
104.05006 119.65833 121.604718
161.74090 174.62491 182.021123
164.09534 192.27552 194.430751
52.77131 46.27697 45.354203
80.55406 84.52684 94.286065
26.22734 10.58863 8.588109
71.60901 88.36421 93.765207
192.77350 239.92434 237.240429
55.36913 59.92930 64.428617
59.91872 52.24247 47.278994
104.22416 144.59913 173.730969
49.92782 37.99432 37.853447
111.81208 108.36264 106.810608
45.59711 22.24802 20.590445
47.37375 41.20129 40.312390
70.78782 71.95239 70.532499
125.02656 182.19429 192.140642
64.12330 49.34462 52.522861
102.37922 104.55813 100.813980
114.79220 145.70778 147.455751
42.55531 40.31867 41.683277
55.58958 62.45857 66.507671
40.65772 28.53224 31.203673
65.13027 60.91863 61.265402
43.93292 30.75694 30.907924
77.48601 95.12971 102.218149
37.89716 26.45086 26.428467
38.17062 29.56179 31.990986
68.00166 56.52019 56.100342
34.96649 31.08962 30.301643
31.12572 16.41770 16.204696
43.02922 27.49892 28.047561
53.55687 59.86385 59.998676
34.59249 20.88630 19.745189
51.60063 49.03648 47.313865
42.21464 17.10215 16.011166
43.83018 31.76627 28.365520
48.89458 29.18979 24.982347
169.34678 216.65432 214.881299
180.47602 222.63203 218.119208
76.38740 65.22248 59.593367
55.03601 40.52257 41.880631
269.64048 322.14242 355.939744
60.03606 68.05989 65.616805
48.68977 31.21044 29.612901
28.60926 12.40828 11.282994
38.00408 31.41341 31.212448
65.54577 64.40484 63.230568
29.92820 17.88170 20.886297
37.51329 30.31489 31.616735
49.76956 43.88494 45.705754
34.07173 21.04573 14.310245
36.25495 20.80509 14.846603
60.46506 66.28240 68.460530
134.04671 185.70958 189.003892
34.18963 14.89088 12.462679
41.06988 32.57192 28.457117
34.73417 19.27311 20.907113
85.97618 92.57621 94.699107
59.42241 60.08708 60.665536
60.06723 49.41163 52.352421
48.22701 34.09107 31.468231
73.60423 61.28902 62.149943
56.88010 54.53035 60.412132
37.46098 25.07853 22.909042
62.47140 68.06074 72.170389
50.17089 35.65969 32.850128
45.32704 26.90555 23.398847
36.00762 23.60736 23.211566
43.79773 25.04698 25.210586
35.74476 20.21730 20.497280
113.46578 123.03762 123.484019
64.50893 55.34720 59.980293
158.31328 191.79579 192.872801
113.70023 122.39288 121.043593
120.40306 119.27815 114.195726
179.80124 237.32747 227.431951
83.34431 83.74800 94.388384
147.36092 137.65618 142.425218
82.37839 80.32196 85.002865
116.69906 107.11924 108.565330
57.13581 39.43086 36.830280
73.81984 89.18769 93.048728
44.20731 29.10788 33.484106
108.10591 126.34431 133.962333
138.30003 145.03166 140.738416
138.66379 158.01876 167.508827
125.87822 137.81532 136.011530
32.51064 17.81551 16.692894
40.09483 26.74520 30.567541
56.29167 47.15303 38.412259
60.57023 52.79996 52.532540
50.25746 39.39434 38.814634
67.91373 81.11016 84.171887
110.78140 138.98314 131.076921
107.75821 133.72713 134.559207
50.51913 47.19907 47.504159
56.88152 63.21801 66.727829
55.56824 52.81543 55.817338
109.34474 118.28054 116.005635
39.07386 37.43161 40.644757
42.91588 27.14672 26.878720
80.41760 92.00756 99.966874
34.62962 23.52518 21.944180
77.03801 88.23996 91.802625
72.50692 75.10849 80.494649
82.54763 109.17401 99.384974
57.60415 53.16921 48.924343
46.01915 37.78040 37.896060
69.34698 86.37517 88.708234
68.36018 68.11312 58.993524
36.76019 13.52225 12.296605
111.51025 137.74949 137.066342
52.59305 29.49102 27.888937
51.90891 42.50585 42.546367
30.11259 12.79383 11.868511
39.05030 16.51610 13.331210
89.37937 103.93823 100.219135
85.47636 84.47316 73.685845
223.80476 233.03569 218.314731
185.56713 226.15342 229.065666
76.39344 58.95716 61.181357
95.72060 94.55753 84.502976
163.97367 182.70924 172.830279
182.07967 209.32783 201.353153
28.26675 21.90539 24.039152
27.10705 19.46408 21.206326
51.78469 41.57283 48.439093
126.80696 124.82616 131.486834
36.29707 21.70145 24.673430
37.42027 21.61087 19.284497
34.95054 22.57300 19.841943
38.48478 21.56938 18.431471
51.70310 43.22054 47.283375
76.75369 63.55498 63.262585
93.25984 91.92314 95.316408
98.78215 108.70203 111.000793
44.43586 27.30609 26.265180
77.70469 78.45551 72.879133
46.32630 25.02492 23.923717
47.10640 40.32606 38.189643
78.15223 86.81222 94.166350
38.44395 23.67861 23.505767
75.62704 78.88425 81.849542
51.49257 41.24082 37.996003
92.20104 109.41196 114.231352
88.90220 87.95176 87.064817
53.05006 46.82916 41.339680
50.44159 27.42154 24.036735
33.92627 17.41495 17.691037
84.05446 84.33946 80.172702
49.20071 27.76416 25.803393
113.56774 135.04391 121.934817
100.47081 116.19734 118.248450
40.64698 17.54010 16.753443
79.08299 76.33154 78.315116
87.84170 98.46790 97.427127
142.72139 159.13846 165.006988
163.81528 175.16121 181.237106
66.55687 59.16608 50.545276
174.35147 222.15864 216.686933
64.92053 39.75874 37.397896
174.35069 166.25566 153.623027
64.76531 56.27506 63.422119
83.13773 99.49410 98.232061
124.21317 134.66616 129.607710
60.20520 56.63136 61.858587
53.96788 42.71897 47.467451
140.11181 166.42924 165.139376
71.03119 89.75644 98.440028
42.95601 25.69799 19.031407
30.10340 18.06181 18.743045
48.01040 16.42632 14.231045
36.52672 26.68112 28.437190
70.85809 117.72328 118.033524
55.23804 77.65608 99.662206
90.10507 111.14814 116.889676
48.15225 41.26196 40.407222
63.08429 63.23376 64.792006
114.21135 137.11713 142.352357
65.73458 56.90665 51.675426
67.70731 69.66689 72.027387
44.17893 32.82130 33.936197
74.66589 85.52530 87.994574
35.10445 31.88081 30.521884
47.08419 28.48232 31.206831
37.18412 26.58268 26.246562
79.71453 88.85233 91.970525
43.26215 27.95320 28.221100
45.76922 25.53514 22.169615
79.77838 70.31825 69.896997
81.51580 86.21558 90.187021
70.52264 87.28146 94.663290
36.38151 29.94742 31.730649
40.00811 20.90101 22.937627
97.22471 108.95670 103.236116
40.38773 40.87334 44.684554
34.22637 20.65080 18.664006
108.09327 116.06642 109.480430
33.82919 21.23411 22.348725
53.24051 28.36016 24.515423
173.45489 217.33164 217.334119
28.08511 13.42962 9.272286
172.31556 211.63924 210.693488
39.44497 21.49312 20.582954
70.92765 41.56473 39.994607
171.12197 194.77826 201.702684
182.11155 197.06532 185.138270
176.62838 198.63084 202.202825
33.85697 12.07416 6.552403
60.96803 64.00689 66.774679
206.84271 260.75674 270.085770
222.61433 309.64033 324.672255
170.17269 227.70879 242.970117
31.46049 17.11098 12.661860
23.20175 10.78919 10.510632
28.41484 25.81524 26.736043
38.86237 29.83563 30.246406
51.02724 40.56754 43.622398
54.36945 47.50488 42.620384
42.60570 28.15305 22.404338
34.96547 22.76184 15.318535
46.46014 34.11719 29.343848
168.51729 238.44303 244.615657
36.81982 20.48606 20.502561
83.01253 96.25260 95.025571
65.87298 76.03641 77.051326
32.92031 17.10521 14.994601
42.57047 34.17974 32.724931
85.81704 90.55051 83.437436
84.84446 87.85233 93.996540
92.63922 85.27838 81.101260
103.14016 119.86422 122.272630
68.42474 69.47162 63.932775
56.07306 59.35840 60.612803
45.83585 40.30669 37.538085
71.67086 72.61542 73.802509
47.58917 43.44200 43.441731
52.43603 44.13804 43.765198
79.32549 90.88652 94.054474
80.21468 88.96884 87.935502
47.13499 34.92889 33.073963
31.98581 14.38420 15.095018
50.69750 27.50664 27.804489
101.61242 118.50725 122.015557
138.46175 123.37693 119.543494
59.83807 58.18813 52.473219
77.80580 83.28974 84.568228
42.69649 27.19103 26.331498
55.86899 57.49253 59.878056
70.44232 69.69238 67.541830
93.83908 112.83170 120.170615
146.54199 185.39988 207.226728
143.10639 157.47594 157.513547
54.04872 54.01746 56.594925
53.04068 31.45518 28.936521
32.89219 18.39967 18.103345
98.79095 111.67580 107.479179
36.44339 23.83701 15.762485
64.81943 56.93961 56.561909
92.75392 114.41252 118.733438
68.48820 62.23950 68.055986
116.38879 156.61431 165.309274
75.19292 84.81956 97.122526
45.92866 43.86624 37.755976
35.75225 26.25314 23.910936
47.99593 36.25361 40.335442
40.04531 26.06569 27.169193
79.36249 90.91211 91.158293
63.16069 68.06758 70.238268
85.96007 101.37054 108.766817
28.76291 12.62540 11.981751
103.56777 115.18363 110.551687
39.23109 33.00045 24.233353
71.87011 93.57033 95.877173
34.41806 25.83274 26.247676
34.12741 15.47155 16.795481
48.90389 27.88923 24.371011
138.62151 167.27710 155.627178
50.37813 32.24238 33.916387
71.80224 41.11962 39.876612
90.76433 80.82738 73.894817
173.23306 200.16701 206.206551
41.65536 22.27023 22.518445
51.09106 39.22437 36.712891
67.59893 60.98975 52.261630
185.39010 193.40698 184.176440
54.18032 55.17506 55.335339
169.66239 215.82626 239.315672
206.60165 297.56047 306.034804
37.16343 34.28743 35.377396
32.52082 17.80032 13.184857
71.32973 84.55811 83.162202
94.62039 103.16284 91.098804
86.97980 110.36545 117.534969
28.75436 16.46289 18.312205
41.87534 34.62716 31.815004
112.62267 118.20031 116.479459
35.44821 29.47264 30.275896
92.48186 101.73638 101.880043
65.20605 60.56280 64.246368
27.81086 13.13584 10.112410
39.93112 26.28969 21.127820
42.03200 28.37757 26.569347
76.55979 72.77664 68.869707
81.17369 78.00285 78.427712
75.70133 85.83268 79.359229
40.88833 30.84218 31.514573
55.48177 59.41333 58.672736
45.35623 36.19916 37.450901
39.27292 27.27892 27.337644
41.38698 30.49830 27.644360
52.15744 46.84735 47.389320
37.36432 17.45817 21.052908
55.09127 51.21337 61.623097
55.33349 48.97695 41.801092
43.70854 24.61855 24.096697
81.71494 90.83471 86.678790
81.22720 91.67424 93.955672
46.24773 35.25105 34.968872
68.09175 60.86876 59.355434
36.01667 24.55000 22.687173
54.04882 29.15861 23.884958
88.32131 105.63087 111.618880
102.44071 94.59562 91.817364
121.30875 132.14848 132.633517
164.68973 168.15635 182.337179
59.63547 47.04833 45.535768
138.80875 162.42735 174.193997
81.20026 86.26607 88.379915
87.27468 64.60397 50.676523
139.21587 190.16556 217.281232
59.19538 48.24917 46.792754
54.70101 44.08411 43.855685
56.20647 58.98161 61.237720
# calculate model performance in testing dataset
print(apply(
  X = pred_model1$pre_base$library.predict,
  MARGIN = 2,
  FUN = caret::R2,
  obs = testset[, y]
))
## SL.ranger_1_All SL.ranger_2_All SL.ranger_3_All 
##       0.7784089       0.8657559       0.8794432

After examine the model performance in an independent testing dataset, we may finally select the RF model with mtry = 7 as the best parameters.

Challenging 2

Tasks:

  1. Establish a Random Forest model with parameter: mtry = 7 and leave others as default

  2. Establish another base model ‘xgboost’ simultaneously by setting base_model = “SL.xgboost”

ranger_mtry_7 <-
  tuningModel(basemodel  = 'SL.ranger',
              params = list(mtry = 7))

model_challenge2 <- predictModel(
  Y = trainset_syd[, dependence],
  X = trainset_syd[, independence],
  base_model = c(ranger_mtry_7, "SL.xgboost")
)
## 
## 
## The base models Cross validation result:
## 
##        SL.ranger_1_All SL.xgboost_All
## weight       0.4156050      0.5843950
## R2           0.8247325      0.8306841
## RMSE         1.4147768      1.3839817

2.3 Establish base model with parallel computing

Considering the time-consuming of running several base models simultaneously, we can select using parallel computing to help improve the computational efficiency.

We can identify the index in the cross validation(CV) to conduct the spatial (cluster) or temporal CV

# there are 7 stations in the trainset
unique(trainset$code) 
## [1] 1001A 1002A 1003A 1004A 1005A 1006A 1007A
## Levels: 1001A 1002A 1003A 1004A 1005A 1006A 1007A
# Create a list with 7 (folds) elements (each element contains index of rows to be considered on each fold)

## conduct the spatial CV
indices <-
  CAST::CreateSpacetimeFolds(trainset, spacevar = "code", k = 7)

# Rows of validation set on each fold

v_raw <- indices$indexOut
names(v_raw) <- seq(1:7)

start_time <- Sys.time()

model2 <- predictModel_parallel(
  Y = trainset[, y],
  X = trainset[, x],
  base_model = c("SL.xgboost", "SL.ranger"),
  cvControl = list(V = length(v_raw), validRows = v_raw),
  number_cores = 4,
  seed = 1234
)
## 
## 
## The base models Cross validation result:
## 
##        SL.xgboost_All SL.ranger_All SL.predict
## weight      0.3776465     0.6223535   1.000000
## R2          0.8596721     0.8769333   0.988768
## RMSE       24.3083180    23.5561368   7.618139
end_time <- Sys.time()
end_time - start_time
## Time difference of 15.21112 secs
## when number_cores is missing, it will indicate user to set one based on the operation system.

#You have 8 cpu cores, How many cpu core you want to use:
# type the number to continue the process.
# prediction for testing dataset
pred_model2 <- deeper::predict(object = model2, newX = testset[, x])

3. Stacking meta models

After assessing the performances of base models, we now can move forward to the DEML by stacking meta models on it.

#Do include original feature
#object do not include newX dataset

## the training results
model3_stack <-
  stack_ensemble(
    object = model1,
    meta_model = c("SL.ranger", "SL.xgboost", "SL.glm"),
    original_feature = FALSE,
    X = trainset[, x]
  )
## 
## The meta models cross validation results:
## 
##        SL.ranger_All SL.xgboost_All SL.glm_All
## weight     0.1290582      0.0000000  0.8709418
## R2         0.8755974      0.8531346  0.8856880
## RMSE      22.8813053     24.9436295 21.9211647
#model3_stack$stack_ensemble_value

# Independent testing results
model3_DEML <-
  deeper::predict(object = model3_stack, newX = testset[, x])

print(apply(
  X = cbind(model3_DEML$pre_meta$library.predict,
        model3_DEML$pre_meta$pred),
  MARGIN = 2,
  FUN = caret::R2,
  obs = testset[, y]
))
##  SL.ranger_All SL.xgboost_All     SL.glm_All                
##      0.8652920      0.8556035      0.8825480      0.8817511
print(apply(
  X = cbind(model3_DEML$pre_meta$library.predict,
        model3_DEML$pre_meta$pred),
  MARGIN = 2,
  FUN = caret::RMSE,
  obs = testset[, y]
))
##  SL.ranger_All SL.xgboost_All     SL.glm_All                
##       24.49970       25.52245       22.87744       22.95329

3.1 Stacked meta models from scratch

We can create DEML directly by setting the base models and meta models. But considering the unknown impact of the underlying model and computation time, this is not recommended.

model4_stack <-
  stack_ensemble.fit(
    Y = trainset[, y],
    X = trainset[, x],
    base_model = c("SL.xgboost", ranger),
    meta_model = c("SL.ranger", "SL.xgboost", "SL.glm"),
    original_feature = FALSE
  )
## 
## 
## The base models Cross validation result:
## 
##        SL.xgboost_All SL.ranger_1_All SL.ranger_2_All SL.ranger_3_All
## weight      0.4990541       0.3383890      0.02878233       0.1337745
## R2          0.8880225       0.8898957      0.88537910       0.8883282
## RMSE       21.7221129      21.9017903     22.85908393      22.0179324
## 
## The meta models cross validation results:
## 
##        SL.ranger_All SL.xgboost_All SL.glm_All
## weight   0.009503538      0.0000000  0.9904965
## R2       0.884810096      0.8623604  0.8976670
## RMSE    22.022805870     24.1920229 20.7408156

3.2 Stacked meta models with paralleling computing

We also accelerate the calculation with paralleling computing in DEML.

Several key points are worthy to note:

  • If the base model used parallel computing, the meta-model also needs to be parallel.

  • When setting a specific CV index, please be consistent in meta-model training.

  • Do not use all of your computation cores to do paralleling. Leave at least one for your operating system.

  • ‘Original_feature’ is optional. It may generally improve your model performance but increase the computational complexity.

#Do not include original feature
model5_stack <-
  stack_ensemble_parallel(
    object = model2,
    Y = trainset[, y],
    meta_model = c("SL.glm"),
    original_feature = FALSE,
    cvControl = list(V = length(v_raw), validRows = v_raw),
    number_cores = 4
  )
## 
## The stack ensemble cross validation value:
## 
##        SL.glm_All     deeper
## weight  1.0000000  1.0000000
## R2      0.8729455  0.8802994
## RMSE   23.1140687 22.4318672
# the training results

# the testing results
pred_model5_stack <-
  deeper::predict(object = model5_stack, newX = testset[, x])

Challenging 3

Tasks:

  1. Stacking meta models using RF and Xgboost (with original features) in Sydeny data to conduct DEML model

  2. Achieving the final DEML model performance in testing dataset

# training the DEML model
model_challenging3 <- stack_ensemble(
  object = model_challenge2,
  Y = trainset_syd[, dependence],
  X = trainset_syd[, independence],
  meta_model = c("SL.ranger", "SL.xgboost"),
  original_feature = TRUE
)
## 
## The meta models cross validation results:
## 
##        SL.ranger_All SL.xgboost_All
## weight     0.4901894      0.5098106
## R2         0.8327214      0.8340376
## RMSE       1.3740199      1.3727787

Challenging 4

Task:

To estimate 10km grid cell yearly NO2 in Sydney.

Note: Please make sure all grid input data should keep the same data structure and variable types with the training data. Using ‘attr.all.equal’ to test the similarity.

Tips: Using ‘tidyverse::bind_rows’ to combine the training data and grid data first. And then splitting the grid data for prediction can always help to keep the same structure with training data.

4. Plot the results

We can finally have the scatter plot using ‘assess.plot’ function in deeper.

plot_DEML <-
  assess.plot(pre = model3_DEML$pre_meta$pred, obs = testset[, y])

print(plot_DEML$plot)

5. Citation

Wenhua Yu, Shanshan Li, Tingting Ye,Rongbin Xu, Jiangning Song, Yuming Guo (2022) Deep ensemble machine learning framework for the estimation of PM2.5 concentrations,Environmental health perspectives: https://doi.org/10.1289/EHP9752